{"id":"W4408809840","doi":"10.3917/riges.501.0036","title":"Kathy Baig","year":2025,"lang":"en","type":"article","venue":"Gestion","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006465202,0.0006516833,0.0003839792,0.001066748,0.001531659,0.002871556,0.0006489982,0.001214425,0.7336645],"category_scores_gemma":[0.00375736,0.0002133501,0.0002825578,0.0004356786,0.0004436507,0.001407131,0.002413845,0.001543216,0.5041298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007760208,"about_ca_system_score_gemma":0.001698405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00391031,"about_ca_topic_score_gemma":0.008569181,"domain_scores_codex":[0.9995313,0.00007515786,0.00001141037,0.00007858941,0.0002316478,0.00007192072],"domain_scores_gemma":[0.9992018,0.000136778,0.00002465109,0.00004360737,0.0002852806,0.0003079044],"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":[0.00002655303,0.00002005772,0.0002346151,0.00006609154,0.000003348987,0.00008120069,0.00007605225,0.00002218358,0.0001741948,0.003634168,0.9065343,0.08912715],"study_design_scores_gemma":[0.000003959296,0.000006332043,0.0002404872,0.00006453942,0.000002210251,0.0001085471,0.0001340038,0.00001747305,0.00008393609,0.000657501,0.9986784,0.000002543525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008773837,0.002740674,0.0008278108,0.0182472,0.005831883,0.00005542053,0.0006485975,0.0008131174,0.9699578],"genre_scores_gemma":[0.002815359,0.001094802,0.0003818548,0.002477513,0.0002560495,0.00002571663,0.0002108209,0.000199091,0.9925389],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2663355,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012901881199922,"score_gpt":0.2586382880693933,"score_spread":0.248509269257394,"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."}}