{"id":"W1600859954","doi":"10.7202/001423ar","title":"Le métier de la recherche scientifique en sciences sociales et la sociologie des professions","year":2002,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.05672069,0.001617668,0.003302322,0.006985523,0.008637532,0.03243525,0.003063315,0.01256427,0.03231991],"category_scores_gemma":[0.07811013,0.001175961,0.003033325,0.01194871,0.02727911,0.02541843,0.01101302,0.01759629,0.01079906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01378386,"about_ca_system_score_gemma":0.04751962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01802053,"about_ca_topic_score_gemma":0.01601372,"domain_scores_codex":[0.9198905,0.04717874,0.004780272,0.008036233,0.01675458,0.003359735],"domain_scores_gemma":[0.8224645,0.1029678,0.01312245,0.02437276,0.0295072,0.007565402],"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":[0.0001054101,0.0001239449,0.003694921,0.002755863,0.0002258565,0.0003483027,0.0100941,0.0007378028,0.001443287,0.8224537,0.05429275,0.103724],"study_design_scores_gemma":[0.00005714023,0.0001324618,0.004947434,0.003926356,0.0001139858,0.000470029,0.008044118,0.0007659254,0.0008838426,0.3152451,0.6653001,0.0001135521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0121114,0.1774531,0.06386542,0.4352222,0.02830372,0.0004059725,0.001062177,0.0004409441,0.2811352],"genre_scores_gemma":[0.3012742,0.2360267,0.1202843,0.1004328,0.02558975,0.002685213,0.001599721,0.0008861161,0.2112212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9913625,"threshold_uncertainty_score":0.2999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9574566063662395,"score_gpt":0.7217127731953712,"score_spread":0.2357438331708683,"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."}}