{"id":"W2789481804","doi":"10.7202/1042808ar","title":"Les enjeux méthodologiques et épistémologiques du croisement des savoirs entre personnes en situation de pauvreté, praticien.ne.s et universitaires","year":2018,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.01139982,0.0004864368,0.0005678793,0.00006195315,0.002206365,0.0002813539,0.0009987288,0.001111354,0.002454859],"category_scores_gemma":[0.006827712,0.0004551905,0.0003943839,0.0004966349,0.008342143,0.001168542,0.000371237,0.0007495991,0.000112041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135747,"about_ca_system_score_gemma":0.002079787,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03367887,"about_ca_topic_score_gemma":0.0189573,"domain_scores_codex":[0.9863237,0.0104594,0.0004666603,0.0008156511,0.0006755604,0.001259085],"domain_scores_gemma":[0.9938821,0.004421333,0.0005982854,0.0002737802,0.0005840224,0.000240547],"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":[0.00005025801,0.0002602665,0.04546008,0.0000608374,0.0001416116,0.00002609512,0.4345789,0.00006907419,0.0003298473,0.4628136,0.03822249,0.017987],"study_design_scores_gemma":[0.0004242572,0.0009317944,0.07512219,0.0001912669,0.0001182427,0.000004361704,0.4837174,0.0001465083,0.0003018245,0.4273372,0.0110612,0.0006437231],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7273688,0.005249808,0.008777827,0.226839,0.001953875,0.0005980037,0.00009635949,0.0006252357,0.02849107],"genre_scores_gemma":[0.9539378,0.02045406,0.01803831,0.00334725,0.001058713,0.00004061633,0.00002081014,0.00003597801,0.003066439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.226569,"threshold_uncertainty_score":0.99979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3335341785657533,"score_gpt":0.4963008814077785,"score_spread":0.1627667028420252,"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."}}