{"meta":{"query_hash":"96d8a371d617","filters":{"venue":"European Journal of Psychotherapy & Counselling"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/96d8a371d617","api":"https://metacan.xera.ac/api/v1/cohort?venue=European+Journal+of+Psychotherapy+%26+Counselling"},"results":[{"id":"W1999951267","doi":"10.1080/13642537.2010.516064","title":"Staying in dialogue with CBT","year":2010,"lang":"en","type":"article","venue":"European Journal of Psychotherapy & Counselling","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Government of the United Kingdom","keywords":"Dialogic; Conversation; Negotiation; Psychology; Object (grammar); Conversation analysis; Epistemology; Sociology; Linguistics; Psychotherapist; Communication; Philosophy; Pedagogy; Social science","score_opus":0.015649913244591817,"score_gpt":0.27450502144985395,"score_spread":0.25885510820526214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999951267","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14046049,0.008268186,0.15929857,0.13617547,0.007016617,0.0018479641,0.0003723243,0.0027946674,0.5437658],"genre_scores_gemma":[0.8036783,0.0031545265,0.078855895,0.028437614,0.0010547122,0.002121063,0.00032484587,0.00060275226,0.08177038],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9832181,0.011243082,0.00042467457,0.0016418602,0.0019439876,0.0015282854],"domain_scores_gemma":[0.9933918,0.0021967958,0.0004719663,0.000676754,0.0006355957,0.002627171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008943781,0.0004903939,0.00081482535,0.00082568935,0.008499561,0.00909716,0.0019018422,0.0037655907,0.013053819],"category_scores_gemma":[0.016310915,0.00033938154,0.00078671775,0.00078855443,0.007424623,0.0060135922,0.0106405625,0.007422961,0.0048062527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002981394,0.00094080047,0.003293178,0.0010146624,0.00007952655,0.0020464899,0.31386194,0.000622526,0.006152733,0.21001773,0.093718104,0.36795425],"study_design_scores_gemma":[0.00017069712,0.00031588608,0.0023358902,0.0012366944,0.000080271915,0.0045263525,0.09027755,0.0010541683,0.0021195223,0.18704453,0.71073467,0.00010374336],"about_ca_topic_score_codex":0.001546262,"about_ca_topic_score_gemma":0.0016762783,"teacher_disagreement_score":0.013053819,"about_ca_system_score_codex":0.0038693247,"about_ca_system_score_gemma":0.00746538,"threshold_uncertainty_score":0.047299802},"labels":[],"label_agreement":null},{"id":"W2007739134","doi":"10.1080/03052150500367812","title":"‘Othering’ and ‘selving’ in therapeutic dialogue","year":2005,"lang":"en","type":"article","venue":"European Journal of Psychotherapy & Counselling","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Identity (music); Psychology; Lens (geology); Epistemology; Sociology; Psychotherapist; Aesthetics; Philosophy","score_opus":0.02248923228172627,"score_gpt":0.28506781883366195,"score_spread":0.26257858655193567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007739134","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24018572,0.018485473,0.077111416,0.08534711,0.0015197241,0.0002690081,0.00006101268,0.00028762623,0.57673293],"genre_scores_gemma":[0.98277146,0.0022222316,0.0059597543,0.0021600681,0.00021042062,0.00014465778,0.000020454358,0.00007200854,0.0064389785],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9393115,0.05315567,0.0007357953,0.0015718291,0.0034705237,0.001754601],"domain_scores_gemma":[0.98027325,0.014119015,0.0018371962,0.0011096508,0.00096700643,0.001693819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02050413,0.001295773,0.0009228887,0.0035449688,0.015268102,0.021255555,0.0021363012,0.0067376364,0.0036267238],"category_scores_gemma":[0.023222033,0.00055462844,0.0007299776,0.0020374923,0.09511139,0.018994076,0.015611227,0.006770383,0.0006376578],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030458177,0.000024691863,0.00040134575,0.00016829807,0.000012483904,0.0003313421,0.5832051,0.00015002067,0.0003586931,0.4062249,0.0009188614,0.0081737535],"study_design_scores_gemma":[0.000035120847,0.00009084237,0.00084675325,0.0007244591,0.000024555768,0.0015613807,0.48936015,0.0006308338,0.0008368715,0.3602629,0.14554292,0.00008314528],"about_ca_topic_score_codex":0.0021347397,"about_ca_topic_score_gemma":0.0014985972,"teacher_disagreement_score":0.021255555,"about_ca_system_score_codex":0.0046709822,"about_ca_system_score_gemma":0.0042519313,"threshold_uncertainty_score":0.10843754},"labels":[],"label_agreement":null},{"id":"W2101827076","doi":"10.1080/13642530802337843","title":"Considering the dialogic potentials of cognitive therapy","year":2008,"lang":"en","type":"article","venue":"European Journal of Psychotherapy & Counselling","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dialogic; Ideology; Cognition; Generative grammar; Strict constructionism; Psychology; Epistemology; Sociology; Psychotherapist; Social constructionism; Pedagogy; Social science; Linguistics; Politics; Philosophy","score_opus":0.05984566242553811,"score_gpt":0.2978552979792283,"score_spread":0.23800963555369015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101827076","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08449209,0.026400583,0.11316285,0.3620579,0.0031258075,0.0002625829,0.0001170178,0.00023048776,0.41015074],"genre_scores_gemma":[0.9645576,0.0043160594,0.013918348,0.01014262,0.0010569659,0.00021740492,0.00002617051,0.00006140632,0.0057034018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9789128,0.016519688,0.00029949323,0.001069546,0.0019628748,0.001235712],"domain_scores_gemma":[0.97877353,0.016800776,0.00090467493,0.0007220619,0.0010237982,0.0017750944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018344784,0.0007077631,0.0006953173,0.00280528,0.014964162,0.021832936,0.0026751629,0.0069249016,0.005481447],"category_scores_gemma":[0.018424297,0.00041226705,0.00058307534,0.0013209216,0.04893944,0.020558178,0.015099524,0.008728712,0.00043410528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004365367,0.000043026586,0.00058167434,0.00029400812,0.000018339635,0.00089354254,0.1768842,0.000434824,0.0004906701,0.80129236,0.0031900571,0.0158337],"study_design_scores_gemma":[0.000035485293,0.000047837326,0.000580538,0.0004680136,0.000017925846,0.00096758595,0.08812714,0.0012373743,0.00037230155,0.7979549,0.1101515,0.0000393828],"about_ca_topic_score_codex":0.0043592374,"about_ca_topic_score_gemma":0.0057653254,"teacher_disagreement_score":0.021832936,"about_ca_system_score_codex":0.0067121657,"about_ca_system_score_gemma":0.0077287112,"threshold_uncertainty_score":0.097017705},"labels":[],"label_agreement":null},{"id":"W3130396932","doi":"10.1080/13642537.2021.1881138","title":"Can alliance-focused supervision help improve emotional involvement and collaboration between client and therapist?","year":2021,"lang":"en","type":"article","venue":"European Journal of Psychotherapy & Counselling","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Alliance; Psychology; Negotiation; Psychotherapist; Scale (ratio); Perception","score_opus":0.03200150895017564,"score_gpt":0.3113640586922128,"score_spread":0.27936254974203717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130396932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9438559,0.0063115642,0.01589792,0.010592101,0.0004829889,0.00092566444,0.00009217073,0.00060315663,0.021238605],"genre_scores_gemma":[0.9725317,0.0039019713,0.020873437,0.00044687197,0.00015757226,0.00055812247,0.00009518083,0.000020010171,0.0014151154],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99871945,0.0006638255,0.000071758135,0.00009049683,0.00028408458,0.00017035496],"domain_scores_gemma":[0.9974935,0.00082406914,0.00040816373,0.00025115153,0.00015064846,0.0008724453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003453312,0.00024312227,0.00042126013,0.0004396522,0.00051997154,0.00042408967,0.0009268987,0.00089267513,0.0022583597],"category_scores_gemma":[0.010055197,0.00014360438,0.00054881576,0.00023250919,0.00043791597,0.0011509999,0.0012204361,0.00079419476,0.0003561314],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000521639,0.00547337,0.02608087,0.0013391975,0.00015609268,0.00038617526,0.00571619,0.0010717228,0.0037079598,0.0012280503,0.007947683,0.946371],"study_design_scores_gemma":[0.0052872202,0.020118572,0.76768005,0.008077167,0.0009137989,0.009888116,0.025003906,0.022159638,0.014414716,0.025063127,0.101102956,0.00029071132],"about_ca_topic_score_codex":0.0010770125,"about_ca_topic_score_gemma":0.0037600494,"teacher_disagreement_score":0.003453312,"about_ca_system_score_codex":0.00038664092,"about_ca_system_score_gemma":0.0018295054,"threshold_uncertainty_score":0.018263102},"labels":[],"label_agreement":null},{"id":"W4401769584","doi":"10.1080/13642537.2024.2384852","title":"Wished I’d been there: Reflections on the special issue’s articles as refracted through my appreciations for qualitative researchers’ innovativeness","year":2024,"lang":"en","type":"article","venue":"European Journal of Psychotherapy & Counselling","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Sociology; Qualitative research; Epistemology; Aesthetics; Social science; Art; Philosophy","score_opus":0.7268609272100476,"score_gpt":0.66796976269729,"score_spread":0.058891164512757554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401769584","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002347276,0.0064498377,0.001116934,0.79796094,0.18765499,0.000057973986,0.000077529316,0.00006828152,0.004266275],"genre_scores_gemma":[0.045197126,0.019235963,0.0029866097,0.5725035,0.329858,0.00076204643,0.0001521156,0.001086099,0.028218588],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95491385,0.024518052,0.0025695518,0.0031739594,0.011941152,0.002883385],"domain_scores_gemma":[0.74819297,0.19593446,0.011057321,0.0043195975,0.031213406,0.009282215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.043088164,0.0014937281,0.0016049226,0.0033135877,0.01761981,0.023265919,0.005293254,0.021358449,0.005029046],"category_scores_gemma":[0.20798936,0.0012003324,0.0028826336,0.0034716406,0.017924855,0.0144654075,0.011209809,0.041022,0.0023568876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055402186,0.000045556255,0.00039558695,0.00083133916,0.000035179753,0.0017774355,0.14093162,0.00007957899,0.0004585022,0.017632019,0.8268013,0.01095646],"study_design_scores_gemma":[0.000009124432,0.000028862967,0.00033076725,0.0016440157,0.000017158505,0.00077437196,0.052039772,0.000086649154,0.0002663073,0.003636296,0.94110626,0.000060427097],"about_ca_topic_score_codex":0.00522873,"about_ca_topic_score_gemma":0.007483832,"teacher_disagreement_score":0.043088164,"about_ca_system_score_codex":0.01130323,"about_ca_system_score_gemma":0.010584816,"threshold_uncertainty_score":0.22787476},"labels":[],"label_agreement":null},{"id":"W4406825322","doi":"10.1080/13642537.2025.2459376","title":"Sons, daughters, and sidewalk psychotics: Mental illness and homelessness in Los Angeles","year":2025,"lang":"en","type":"article","venue":"European Journal of Psychotherapy & Counselling","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Mental illness; Gender studies; Sociology; Psychiatry; Gerontology; Mental health; Medicine","score_opus":0.023771731295471936,"score_gpt":0.36880749760546205,"score_spread":0.3450357663099901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406825322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91869867,0.008656359,0.00003591121,0.050899886,0.00028917767,0.00002632208,0.00016939774,0.000011773277,0.021212503],"genre_scores_gemma":[0.97798616,0.0087763835,0.000051928208,0.004554575,0.00014562682,0.000038338312,0.000087026354,0.000005697058,0.0083542755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999705,0.00014360537,0.00001689581,0.00001394703,0.00004904825,0.0000713381],"domain_scores_gemma":[0.9995121,0.000085987806,0.0000975313,0.000007864296,0.00006304991,0.00023351138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003842734,0.000097417214,0.00018054577,0.00043961487,0.0028583303,0.0011126354,0.00039765204,0.0006004972,0.0036057716],"category_scores_gemma":[0.0013730878,0.00021005046,0.00008812299,0.0006191561,0.0015892967,0.0011433869,0.0014655844,0.0011503373,0.00019503485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011439998,0.00048114432,0.43712854,0.000362395,0.000075877586,0.011412401,0.36120155,0.00011108825,0.00039548552,0.006513624,0.11002578,0.07217775],"study_design_scores_gemma":[0.000020133302,0.000100305224,0.30815533,0.00061841245,0.000041443203,0.0033085863,0.63194555,0.00007711887,0.00009367664,0.00073915,0.05486322,0.000037002177],"about_ca_topic_score_codex":0.19528171,"about_ca_topic_score_gemma":0.44645455,"teacher_disagreement_score":0.19528171,"about_ca_system_score_codex":0.0025090252,"about_ca_system_score_gemma":0.002806964,"threshold_uncertainty_score":0.3882901},"labels":[],"label_agreement":null}]}