{"id":"W2906769197","doi":"10.1007/978-3-319-99151-1_4","title":"What Is the Five-Part Model and How Can It Be Helpful?","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Computer science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006104739,0.0008431046,0.0006940088,0.0007719296,0.002163308,0.005112562,0.002345999,0.003937322,0.01610281],"category_scores_gemma":[0.009835854,0.0003676153,0.0006690922,0.0007986017,0.009293872,0.009825707,0.001680366,0.008847321,0.006040904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819538,"about_ca_system_score_gemma":0.005991268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800982,"about_ca_topic_score_gemma":0.007527259,"domain_scores_codex":[0.9979137,0.001334622,0.00005499168,0.0001014721,0.0004660689,0.0001291977],"domain_scores_gemma":[0.9970036,0.00175112,0.0001287669,0.0002163352,0.0004582123,0.0004419868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008955419,0.0001933902,0.0006718977,0.0005172863,0.00002853406,0.000170719,0.003407221,0.000325371,0.0001857712,0.4504469,0.2176455,0.3263179],"study_design_scores_gemma":[0.00006385686,0.000124653,0.001159589,0.002220236,0.00005968177,0.001606565,0.004214519,0.0010082,0.0001891293,0.5026678,0.48663,0.00005572648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005440757,0.08997486,0.05054327,0.5285487,0.02526703,0.0002131633,0.0001324123,0.0004490725,0.2994308],"genre_scores_gemma":[0.2045825,0.1805446,0.1431927,0.2305723,0.01115661,0.001723888,0.0003481208,0.0007665157,0.2271128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01610281,"threshold_uncertainty_score":0.05386931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04198046385724239,"score_gpt":0.2832923111632601,"score_spread":0.2413118473060178,"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."}}