{"id":"W4402966336","doi":"","title":"Enquêter et expérimenter aux bords du social","year":2024,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01324982,0.00110451,0.0009209092,0.0022194,0.01255341,0.01493875,0.001329932,0.005253852,0.02406347],"category_scores_gemma":[0.01829861,0.0006440904,0.001440531,0.001325111,0.01661666,0.008732855,0.006670018,0.009150169,0.003564604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009299493,"about_ca_system_score_gemma":0.004901806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01437668,"about_ca_topic_score_gemma":0.01284877,"domain_scores_codex":[0.9753019,0.01842214,0.0003972014,0.001836287,0.002827917,0.001214581],"domain_scores_gemma":[0.992434,0.003738167,0.0006565987,0.001183229,0.0009396009,0.001048414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001433329,0.0001448435,0.001684164,0.00009883948,0.00002021666,0.0005624831,0.08582348,0.0001531542,0.001078262,0.8748798,0.01357754,0.02183377],"study_design_scores_gemma":[0.00006492849,0.0001511082,0.001917428,0.0001766042,0.00001435512,0.0004141681,0.04669708,0.0004512729,0.001008687,0.0396155,0.9094234,0.00006538808],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1626651,0.0124814,0.04225263,0.09451105,0.01188482,0.0005399518,0.0003990046,0.001207422,0.6740586],"genre_scores_gemma":[0.6955959,0.00487419,0.0112436,0.005815649,0.002688062,0.0007483396,0.0001827499,0.0004225309,0.278429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9874466,"threshold_uncertainty_score":0.0805003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06967206946013142,"score_gpt":0.3830116273501419,"score_spread":0.3133395578900105,"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."}}