{"id":"W4392326866","doi":"10.51644/9780889206335-002","title":"Tabula Gratulatoria","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regent College; University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001819674,0.0005049437,0.0005204371,0.0002205453,0.00008508767,0.00002995259,0.0003971893,0.001146732,0.03572702],"category_scores_gemma":[0.00000231028,0.0004563764,0.0002999798,0.00002663108,0.0001421724,0.00003060491,0.0000337186,0.0007523813,0.007482493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004062417,"about_ca_system_score_gemma":0.00002559323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001915729,"about_ca_topic_score_gemma":0.0000707006,"domain_scores_codex":[0.9981678,0.0000383515,0.000425769,0.000742975,0.0002011839,0.0004238829],"domain_scores_gemma":[0.9984974,0.00006631818,0.0002201491,0.001054912,0.00004924016,0.0001119458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003111006,0.00003417374,0.00004184715,0.000002388657,0.0001547507,0.00005635558,0.00006339337,1.649407e-7,0.000008139906,0.5842716,0.4130062,0.002329871],"study_design_scores_gemma":[0.0006044097,0.00009031762,0.000502648,0.00001487948,0.00004015678,0.00005145121,0.000005633658,4.355321e-7,0.000001944891,0.1366572,0.8615962,0.0004347791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009230593,0.002388387,0.0006852619,0.0001638043,0.009508869,0.0002682036,0.00004575598,0.0003168152,0.9865306],"genre_scores_gemma":[0.00654007,0.00006742366,0.00009404295,0.00146056,0.002178375,0.00001676852,0.0001455541,0.0001549719,0.9893422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.44859,"threshold_uncertainty_score":0.9997888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492734589987937,"score_gpt":0.3048859267579709,"score_spread":0.2799585808580915,"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."}}