{"id":"W2613598911","doi":"10.4000/ress.3814","title":"Why Communication?","year":2017,"lang":"fr","type":"article","venue":"Revue européenne des sciences sociales","topic":"Emile Durkheim and Sociology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003527356,0.0002682289,0.0004396733,0.00007630042,0.02353207,0.0008450364,0.003511474,0.0003479452,0.0007310644],"category_scores_gemma":[0.002049857,0.0002968865,0.0002730714,0.0004077114,0.09259591,0.001310502,0.0005505325,0.0004156464,0.000612539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004799576,"about_ca_system_score_gemma":0.0007930993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352344,"about_ca_topic_score_gemma":0.01563638,"domain_scores_codex":[0.9957429,0.001862258,0.000427797,0.0005807707,0.0003937312,0.0009925775],"domain_scores_gemma":[0.9969888,0.0008607507,0.0006714508,0.0009396356,0.0002777388,0.0002616555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000288707,0.0001002276,0.01706955,0.00005773809,0.00002949672,0.00001408559,0.02384993,0.00001011527,0.00003171655,0.9297091,0.01746347,0.01166172],"study_design_scores_gemma":[0.0002344398,0.0001444948,0.01859952,0.0003251396,0.00007182369,0.00001261969,0.01066413,0.0001218756,0.00001763865,0.4399327,0.5293975,0.000478115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2062452,0.08239701,0.000117052,0.114951,0.004313025,0.0003022056,0.0000356816,0.0001224257,0.5915164],"genre_scores_gemma":[0.909669,0.02875459,0.003452845,0.00161999,0.002043226,0.00001367193,0.000005620365,0.0000305117,0.05441053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7034238,"threshold_uncertainty_score":0.9999483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3374328406132838,"score_gpt":0.4188214193105755,"score_spread":0.08138857869729177,"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."}}