{"id":"W2301103759","doi":"10.13034/jsst.v8i1.53","title":"WHO IS A RESEARCHER? / QU’EST-CE QU’UN CHERCHEUR?","year":2015,"lang":"fr","type":"article","venue":"Journal of Student Science and Technology","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Verstehen; 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":[0.08386415,0.0007722214,0.002073068,0.002698784,0.009705891,0.02470371,0.003247292,0.01259627,0.0146456],"category_scores_gemma":[0.1400536,0.0007332129,0.0009324294,0.003517357,0.04051508,0.03859649,0.00648187,0.01348966,0.01144503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008538024,"about_ca_system_score_gemma":0.02731381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005589644,"about_ca_topic_score_gemma":0.003870456,"domain_scores_codex":[0.8960906,0.0755654,0.00339681,0.008409907,0.01258065,0.003956571],"domain_scores_gemma":[0.8851221,0.04671223,0.008121344,0.01206197,0.03226262,0.01571974],"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":[0.0002077657,0.0001292258,0.006089643,0.001919413,0.0001117198,0.0008031892,0.1099063,0.0001067529,0.001097193,0.64904,0.1553702,0.0752186],"study_design_scores_gemma":[0.00003595556,0.0000882246,0.00139107,0.004333084,0.00005202875,0.001005366,0.1074214,0.0002739193,0.0008073127,0.1342423,0.7502379,0.0001112807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008915638,0.02737915,0.01553516,0.8595011,0.0188933,0.0002507406,0.0002851714,0.0001779615,0.06906173],"genre_scores_gemma":[0.494435,0.06855313,0.03400692,0.2723439,0.02000751,0.001662898,0.0005162151,0.0008279441,0.1076465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9902941,"threshold_uncertainty_score":0.4435213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4148032267551615,"score_gpt":0.548395657203956,"score_spread":0.1335924304487945,"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."}}