{"id":"W4399888102","doi":"10.22316/poc/09.1.05","title":"Book review: Light Up: The Science of Coaching with Metaphors","year":2024,"lang":"en","type":"article","venue":"Philosophy of Coaching An International Journal","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Psychology; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005068928,0.0001955874,0.0003315386,0.0005007634,0.000264004,0.0002135829,0.001401529,0.00003929118,0.0004113957],"category_scores_gemma":[0.0003463307,0.0001152755,0.0002364135,0.0003509277,0.0003782786,0.0009032267,0.00009906716,0.0008863683,0.000009040592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007689506,"about_ca_system_score_gemma":0.000188161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007235177,"about_ca_topic_score_gemma":8.750663e-7,"domain_scores_codex":[0.9970544,0.0005773106,0.0006409329,0.0003085592,0.001164106,0.0002547081],"domain_scores_gemma":[0.9982353,0.0004098414,0.0004402691,0.0003960764,0.0003723202,0.0001461231],"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":[0.002417309,0.001586818,0.001923441,0.001128502,0.006502108,0.0005474082,0.04545319,0.001102612,0.03200355,0.5713663,0.1119646,0.2240041],"study_design_scores_gemma":[0.004547868,0.005689706,0.01610417,0.03735593,0.002524838,0.02082278,0.002648526,0.0102207,0.01832668,0.1584342,0.7206774,0.002647226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1483314,0.5128042,0.06022514,0.1313054,0.02240747,0.001026942,0.0001694062,0.000263129,0.1234669],"genre_scores_gemma":[0.9906085,0.002501049,0.001878541,0.003691694,0.001015725,0.000005741573,0.000003725399,0.00003482614,0.0002602261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8422771,"threshold_uncertainty_score":0.47008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743106505952039,"score_gpt":0.3969707866958941,"score_spread":0.3495397216363738,"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."}}