{"id":"W6889489488","doi":"10.25656/01:3784","title":"La recherche dans les Hautes Ecoles Pédagogiques. Premiers repères","year":2002,"lang":"fr","type":"article","venue":"peDOCS","topic":"Psychodrama and Leishmaniasis Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Research methodology; Qualitative analysis","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002219709,0.0003018468,0.0003496732,0.00005201103,0.0008380339,0.0001803941,0.000495999,0.0007340763,0.002391693],"category_scores_gemma":[0.001335658,0.0003014214,0.0002105965,0.0005320018,0.001501018,0.0003273757,0.00009845464,0.0008365307,0.0004526735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004246402,"about_ca_system_score_gemma":0.00007970539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004366096,"about_ca_topic_score_gemma":0.01001854,"domain_scores_codex":[0.995684,0.00234239,0.0003641883,0.000503502,0.000407228,0.0006986782],"domain_scores_gemma":[0.9973366,0.001867718,0.0001704545,0.0003232875,0.0001108646,0.0001910778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001044996,0.0004427717,0.03973885,0.0001215813,0.0001820604,0.00005641092,0.2894786,0.00001105008,0.00009062811,0.03489386,0.1835326,0.4514412],"study_design_scores_gemma":[0.0001885907,0.0000753682,0.008791537,0.0001558344,0.00008475191,0.00001031861,0.03761664,0.0001630409,0.0001394637,0.004430432,0.9479701,0.0003739161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0751631,0.06057344,0.0002457459,0.03793935,0.001532644,0.0002794924,0.00003466629,0.0002593857,0.8239722],"genre_scores_gemma":[0.4997174,0.06562194,0.005647683,0.0006141081,0.001347982,0.00005872615,0.000002723383,0.00005260265,0.4269369],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7644375,"threshold_uncertainty_score":0.9999438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5075098030099691,"score_gpt":0.4287006423748853,"score_spread":0.07880916063508375,"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."}}