{"id":"W7029330327","doi":"","title":"La biodiversité dans la presse écrite québécoise : une construction sociomédiatique complexe","year":2022,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Environmental policy; Western europe","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0004922618,0.0001640111,0.0002467135,0.0001200325,0.00262795,0.00001887376,0.0009910172,0.0001791698,0.0008963925],"category_scores_gemma":[0.00003316829,0.0001940038,0.0003114428,0.0006708929,0.004765532,0.0002832609,0.0007815181,0.0004049915,0.00003746775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002044858,"about_ca_system_score_gemma":0.0003926325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03285662,"about_ca_topic_score_gemma":0.1306174,"domain_scores_codex":[0.9975188,0.001403267,0.0002375121,0.0002298271,0.0004167242,0.0001938479],"domain_scores_gemma":[0.9989745,0.0002237038,0.0002043758,0.0003291684,0.0001725478,0.00009571514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002639031,0.001418488,0.01399141,0.001826826,0.0002701724,0.00001783883,0.5159639,0.01290755,0.01472674,0.4085423,0.00794325,0.02212765],"study_design_scores_gemma":[0.001066953,0.00008672356,0.07041027,0.0009069974,0.0003340055,0.00007074422,0.06272138,0.005168986,0.0005491062,0.001297778,0.8570678,0.0003193006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6422582,0.009226694,0.002859578,0.0053709,0.001333085,0.0004803812,0.0003835106,0.00006288352,0.3380248],"genre_scores_gemma":[0.9839348,0.01012414,0.0008487485,0.00003927923,0.00005686003,0.000001192401,0.00004743275,0.000007930806,0.004939639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8491245,"threshold_uncertainty_score":0.9986705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673877585474474,"score_gpt":0.2855720283219102,"score_spread":0.2088332524671654,"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."}}