{"id":"W6884569533","doi":"10.1051/ppsy/2023621061/pdf","title":"La recherche : une donnée parmi tant d’autres ?","year":2023,"lang":"fr","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Field (mathematics); Subject (documents); Perspective (graphical)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.08807351,0.001826325,0.00418577,0.00738346,0.007648183,0.02966647,0.003846982,0.0128183,0.01846224],"category_scores_gemma":[0.2718919,0.00146051,0.003654382,0.008671612,0.01517061,0.02290076,0.01151313,0.02275435,0.009936704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01145951,"about_ca_system_score_gemma":0.02067452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04716179,"about_ca_topic_score_gemma":0.02983236,"domain_scores_codex":[0.8534909,0.07499202,0.01974502,0.01184404,0.03647571,0.003452185],"domain_scores_gemma":[0.7072777,0.1461015,0.009351051,0.03742367,0.09164009,0.008205967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005027302,0.0002107304,0.006432137,0.006302659,0.001146982,0.003948881,0.04534881,0.0006692463,0.005194663,0.1579232,0.5140682,0.2582516],"study_design_scores_gemma":[0.00007279347,0.00005259559,0.001996009,0.003099883,0.00018259,0.002396167,0.01163537,0.0005386698,0.001294623,0.02313523,0.9554345,0.0001615653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007373781,0.1711366,0.02625251,0.6893931,0.05990387,0.0001257808,0.001295024,0.0005902097,0.04392918],"genre_scores_gemma":[0.2063353,0.2151828,0.07581734,0.3087118,0.08366186,0.001211342,0.003331811,0.002507669,0.1032401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9923518,"threshold_uncertainty_score":0.4657828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3246114171464191,"score_gpt":0.4389291166084986,"score_spread":0.1143176994620796,"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."}}