{"id":"W7099521986","doi":"","title":"ECOLE DE PSYCHOLOGIE","year":2015,"lang":"en","type":"article","venue":"","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Data collection; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002304129,0.00006469453,0.0000553063,0.00009256953,0.00004686496,0.0000999594,0.0001786676,0.00008990276,0.0009689408],"category_scores_gemma":[0.00004915561,0.00006291066,0.00001776295,0.0003081753,0.00001600239,0.0008370942,0.0001086046,0.0001183203,0.0009967964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008589908,"about_ca_system_score_gemma":0.00002142747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000125386,"about_ca_topic_score_gemma":0.00001449189,"domain_scores_codex":[0.9994602,0.00000261801,0.00007967911,0.0001228342,0.000175307,0.0001594123],"domain_scores_gemma":[0.9996822,0.000005506591,0.00005880742,0.0001419634,0.0001004561,0.00001108796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002208428,0.00009977666,0.1717279,0.000008073665,0.00001362007,0.00001369259,0.00002241979,0.0004207132,0.0001745128,0.2312606,0.5942121,0.002024494],"study_design_scores_gemma":[0.001194866,0.00001036933,0.02085655,0.000006655225,0.00001973344,0.000001670729,0.001099921,0.00904477,0.0001526325,0.02192816,0.9454115,0.0002731587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3324186,0.000001401782,0.006097553,0.003409586,0.0001639708,0.00005905433,3.878033e-7,0.0001522082,0.6576973],"genre_scores_gemma":[0.9730673,2.362106e-7,0.001062685,0.01108707,0.000410133,0.000001549411,0.000005230008,0.000008147656,0.01435763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6433396,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07924862024901665,"score_gpt":0.2656780254340448,"score_spread":0.1864294051850282,"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."}}