{"id":"W4410362570","doi":"10.22316/poc/10.1.03","title":"The Paradigmatic Failure Affecting Coaching Demand","year":2025,"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; Sociology; Political science; Operations management; Economics; 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":[0.003887873,0.0002003669,0.0002698156,0.0003293253,0.0008060393,0.0004104968,0.001078412,0.00008419401,0.00005262302],"category_scores_gemma":[0.0009029292,0.0001448397,0.0002438221,0.0001438589,0.0001226005,0.0003841828,0.0001007726,0.0009873946,0.000007719493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009382702,"about_ca_system_score_gemma":0.00006504974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008162464,"about_ca_topic_score_gemma":0.00001312074,"domain_scores_codex":[0.9970848,0.001237207,0.0006483935,0.000233702,0.0004871093,0.0003087645],"domain_scores_gemma":[0.9971252,0.001717391,0.0005121273,0.000346847,0.0001811431,0.0001172708],"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":[0.0008405478,0.000612388,0.03462103,0.00004852964,0.002505441,0.00007688187,0.009858161,0.001569958,0.002215547,0.7404053,0.002551247,0.2046949],"study_design_scores_gemma":[0.003372495,0.0005556285,0.07865363,0.001226986,0.0002745145,0.001627011,0.003665329,0.006984195,0.0005009818,0.887069,0.01541103,0.0006591887],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7439147,0.001151441,0.1552079,0.01890898,0.008021516,0.0002530028,0.00001650532,0.00009719182,0.07242874],"genre_scores_gemma":[0.994162,0.00003815169,0.003927818,0.0005680235,0.001144685,0.000004967962,0.000004078241,0.00002102434,0.000129267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2502473,"threshold_uncertainty_score":0.6199484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03743380756185325,"score_gpt":0.3908718296070817,"score_spread":0.3534380220452285,"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."}}