{"meta":{"query_hash":"66cbe55af258","filters":{"venue":"Developing practice"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/66cbe55af258","api":"https://metacan.xera.ac/api/v1/cohort?venue=Developing+practice"},"results":[{"id":"W2155841445","doi":"","title":"Distinguishing Physical Punishment from Physical Abuse: Implications for Professionals","year":2006,"lang":"en","type":"article","venue":"Developing practice","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harm; Punishment (psychology); Physical abuse; Psychology; Criminology; Child abuse; Social psychology; Medicine; Suicide prevention; Poison control; Medical emergency","score_opus":0.04710515967036704,"score_gpt":0.40685452273472655,"score_spread":0.3597493630643595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155841445","genre_codex":"commentary","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":[0.020683797,0.016465321,0.006007162,0.92317104,0.0030626855,0.00035148035,0.00007150385,0.00013879279,0.030048212],"genre_scores_gemma":[0.7123506,0.04540444,0.042950537,0.17916997,0.006972771,0.0024798743,0.00016937767,0.00014451225,0.010358013],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.96093535,0.025669178,0.0032455032,0.0013156654,0.006622645,0.0022117365],"domain_scores_gemma":[0.8370982,0.119647816,0.006194765,0.0030207203,0.019035572,0.015002847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.058594566,0.001100068,0.0016081417,0.00404892,0.01316879,0.009744434,0.004031386,0.018740615,0.0074194516],"category_scores_gemma":[0.19241692,0.0013121483,0.0007175366,0.0025584642,0.023762252,0.017242841,0.009864599,0.014452748,0.0018690047],"study_design_candidate":"qualitative","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":[0.00040494357,0.00096728804,0.056873303,0.0043397024,0.000049146787,0.0071666273,0.16372176,0.0009746245,0.0009649882,0.09519783,0.19035338,0.47898647],"study_design_scores_gemma":[0.00023160715,0.0003678446,0.03496487,0.018065387,0.000094713185,0.009829219,0.5299757,0.002314154,0.00078296004,0.28070325,0.12221616,0.00045417374],"about_ca_topic_score_codex":0.03934965,"about_ca_topic_score_gemma":0.0523739,"teacher_disagreement_score":0.058594566,"about_ca_system_score_codex":0.007826219,"about_ca_system_score_gemma":0.041403394,"threshold_uncertainty_score":0.3098814},"labels":[],"label_agreement":null},{"id":"W2258779299","doi":"","title":"Trying Hard Is Not Good Enough [Book Review]","year":2006,"lang":"en","type":"article","venue":"Developing practice","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.044051350071814314,"score_gpt":0.2891461595174655,"score_spread":0.24509480944565115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258779299","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002020328,0.80265075,0.0009492337,0.043483738,0.07805981,0.00020961218,0.0008513304,0.00033373843,0.07325977],"genre_scores_gemma":[0.0016849681,0.70616764,0.0019840149,0.056399617,0.028103424,0.0002657759,0.0014149693,0.0002534042,0.20372611],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998014,0.00021808356,0.00013878544,0.00017627627,0.0013443787,0.000108405715],"domain_scores_gemma":[0.99120635,0.0022386971,0.0005610416,0.0002064236,0.005264159,0.00052328425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014737094,0.0010406009,0.0024215875,0.0032706126,0.0009944557,0.0043087103,0.0020923007,0.0030493203,0.04917623],"category_scores_gemma":[0.011480799,0.0006555492,0.0008852666,0.006524421,0.0010415809,0.0031955543,0.0011783779,0.004541707,0.045960065],"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":[0.0000059524377,0.000004241696,0.000017057508,0.00073560653,0.000008909723,0.000020794703,0.000011909298,0.000016500147,0.000040533516,0.00033683854,0.95268005,0.046121564],"study_design_scores_gemma":[0.000007206748,0.000013035654,0.00022248713,0.0013596988,0.0000200226,0.00015383436,0.000019222045,0.000014568961,0.000026041947,0.00040058227,0.9977514,0.000011745562],"about_ca_topic_score_codex":0.007785544,"about_ca_topic_score_gemma":0.02452291,"teacher_disagreement_score":0.04917623,"about_ca_system_score_codex":0.0016815404,"about_ca_system_score_gemma":0.0055861836,"threshold_uncertainty_score":0.1645109},"labels":[],"label_agreement":null},{"id":"W2346856251","doi":"","title":"Child Welfare: Connecting Research, Policy, and Practice [Book Review]","year":2004,"lang":"en","type":"article","venue":"Developing practice","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Sociology; Political science; Law","score_opus":0.1782664848528188,"score_gpt":0.5387885629409537,"score_spread":0.36052207808813486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346856251","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005910981,0.97868973,0.00032869287,0.010876864,0.0036810872,0.000035070803,0.000038767823,0.000026611468,0.006264001],"genre_scores_gemma":[0.0007223673,0.98393065,0.00097113516,0.005820574,0.0026390613,0.0000884957,0.00006518745,0.000022507478,0.005740007],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99547285,0.0020471064,0.00021776698,0.00023942447,0.0018000128,0.00022282341],"domain_scores_gemma":[0.99208295,0.0053324057,0.0004758286,0.00014961042,0.0015727553,0.0003864309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004466967,0.0017151143,0.0029842602,0.006533797,0.0014376321,0.007838344,0.0028899135,0.0049466756,0.012270656],"category_scores_gemma":[0.012951932,0.0011657004,0.0009986555,0.014867288,0.0036204038,0.0070051714,0.0026521096,0.005119183,0.0067004478],"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":[0.000029110333,0.00003106919,0.00012989622,0.007020815,0.000054234235,0.00010403825,0.00052277534,0.00015453933,0.00009496851,0.009051818,0.648461,0.33434582],"study_design_scores_gemma":[0.000022115917,0.00003489278,0.00073879,0.011846093,0.000041255764,0.0003771638,0.0005735029,0.00005469385,0.000038769474,0.00803562,0.9782135,0.000023624318],"about_ca_topic_score_codex":0.024606975,"about_ca_topic_score_gemma":0.06339264,"teacher_disagreement_score":0.024606975,"about_ca_system_score_codex":0.0060488204,"about_ca_system_score_gemma":0.020624446,"threshold_uncertainty_score":0.048927486},"labels":[],"label_agreement":null},{"id":"W2973216553","doi":"","title":"The three pillars of transforming care: Trauma and resilience in the other 23 hours [Book Review]","year":2018,"lang":"en","type":"article","venue":"Developing practice","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Publishing; Trauma care; Political science; Gerontology; Medicine; Psychology; Library science; Medical emergency; Physics; Computer science; Law","score_opus":0.04333785595070386,"score_gpt":0.41668285869711974,"score_spread":0.3733450027464159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973216553","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005960455,0.95121455,0.00013906836,0.02571877,0.016021881,0.000019456536,0.000028812128,0.000017241644,0.006780509],"genre_scores_gemma":[0.0011899737,0.9416094,0.00036381342,0.02916032,0.014188401,0.000062673746,0.00006656193,0.000026216207,0.013332641],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988054,0.0003698162,0.000083987354,0.00010525177,0.0005248004,0.00011072606],"domain_scores_gemma":[0.9964233,0.0019419953,0.00033352338,0.00006632559,0.0008304963,0.0004042748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014352888,0.0010232832,0.0015691529,0.0017925311,0.0012033908,0.0047345283,0.0016489893,0.0035249575,0.01516238],"category_scores_gemma":[0.0072868285,0.0005005408,0.0008875482,0.0026788036,0.002547806,0.005241181,0.0021278355,0.007399763,0.0067180493],"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":[0.000020317952,0.000016074631,0.00007410214,0.002728504,0.00003145637,0.000060589515,0.00019147854,0.000035923647,0.000040918134,0.0034271427,0.8532425,0.14013086],"study_design_scores_gemma":[0.000015641706,0.000030312265,0.00086108607,0.007973825,0.000033220655,0.00056717684,0.00038522878,0.00002313291,0.0000281616,0.0031869274,0.9868684,0.000026861173],"about_ca_topic_score_codex":0.013300082,"about_ca_topic_score_gemma":0.03441859,"teacher_disagreement_score":0.01516238,"about_ca_system_score_codex":0.002776364,"about_ca_system_score_gemma":0.0084928,"threshold_uncertainty_score":0.050723195},"labels":[],"label_agreement":null}]}