{"id":"W2738625393","doi":"10.4000/communication.7226","title":"Le journalisme de solutions","year":2017,"lang":"fr","type":"article","venue":"Communication","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Locale (computer software); Art; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003259206,0.00007195908,0.0001005362,0.00004241718,0.009633027,0.0004379355,0.002912497,0.000204848,0.0004646236],"category_scores_gemma":[0.0008980376,0.00009002549,0.00007666463,0.00009286036,0.002414812,0.001312796,0.001279069,0.0006679425,0.000569253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999317,"about_ca_system_score_gemma":0.0007608319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111315,"about_ca_topic_score_gemma":0.001708879,"domain_scores_codex":[0.997938,0.00103026,0.0001749326,0.0001248456,0.0002865809,0.0004453925],"domain_scores_gemma":[0.9977338,0.0002079992,0.0002507283,0.001472067,0.0001531273,0.0001822265],"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":[0.000006709881,0.0001445427,0.004061078,0.00001119929,0.00002666198,0.000002839404,0.01283708,0.00004532621,0.0001954593,0.8437575,0.09529407,0.04361751],"study_design_scores_gemma":[0.0002999204,0.00001522211,0.04545565,0.0001629541,0.00002328451,0.000005878436,0.006358545,0.00294281,0.00003870918,0.06842557,0.8761305,0.0001410092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03020604,0.01724601,0.0005165816,0.6179032,0.0004872818,0.0001781242,0.00001181724,0.00003121809,0.3334197],"genre_scores_gemma":[0.8919978,0.06434139,0.00186927,0.0000714554,0.0002511786,0.00001303964,0.000005826109,0.000009688418,0.04144036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8617917,"threshold_uncertainty_score":0.9954535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2380815590016098,"score_gpt":0.4556061710752958,"score_spread":0.217524612073686,"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."}}