{"id":"W1978689754","doi":"10.1075/ld.2.1.01mun","title":"Working to keep aligned in psychotherapy","year":2012,"lang":"en","type":"article","venue":"Language and Dialogue","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Psychotherapist; Point (geometry); Quality (philosophy); Social psychology; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721485,0.00009814835,0.0001252235,0.00007346632,0.00009061237,0.0001313116,0.0001344587,0.00003101452,0.0007454547],"category_scores_gemma":[0.00001023525,0.00008097284,0.00002476796,0.00004702808,0.00005992094,0.0001893895,0.00002264686,0.00005571753,0.00009666979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009055697,"about_ca_system_score_gemma":0.000007995121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008092356,"about_ca_topic_score_gemma":0.009189839,"domain_scores_codex":[0.9993932,0.00005844716,0.0001309864,0.0001053457,0.00007491349,0.0002370981],"domain_scores_gemma":[0.9995587,0.00006412847,0.00003082758,0.0002595833,0.00001127756,0.00007548339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003125627,0.00013787,0.003415071,0.00000740574,0.00001515163,0.000007199652,0.6015212,0.000001455105,0.000902179,0.3776089,0.001560245,0.01479207],"study_design_scores_gemma":[0.002566681,0.0001990933,0.01392817,0.0002245503,0.00003796005,0.00001399797,0.3594032,0.00001520551,0.001935358,0.01319321,0.6072252,0.001257325],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827298,0.008504868,0.00003240629,0.0006603844,0.0003935964,0.000171122,0.000008187611,0.00007454753,0.1628569],"genre_scores_gemma":[0.9955221,0.00007371027,0.0001887575,0.001659742,0.0006414051,0.00003183587,0.00002117682,0.00001509877,0.001846147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.605665,"threshold_uncertainty_score":0.8162206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04366636791030853,"score_gpt":0.298332596734918,"score_spread":0.2546662288246094,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}