{"id":"W4392829764","doi":"10.62212/revuepossibles.v44i2.632","title":"Forêt lumineuse","year":2020,"lang":"fr","type":"article","venue":"Revue Possibles","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Physics; Forestry; Humanities; Art; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001780763,0.001923674,0.001776979,0.001904256,0.002287434,0.00876732,0.001280635,0.004858962,0.6012289],"category_scores_gemma":[0.006366088,0.0005230662,0.0008586011,0.001283867,0.001235827,0.004774633,0.004529416,0.006145902,0.380301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002281619,"about_ca_system_score_gemma":0.001835148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853431,"about_ca_topic_score_gemma":0.002949726,"domain_scores_codex":[0.9974785,0.0005084823,0.00008045659,0.0005406621,0.001070151,0.0003215895],"domain_scores_gemma":[0.9978343,0.0007169984,0.0002287276,0.0002448673,0.0004431873,0.0005319052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002354571,0.0000956398,0.0004642211,0.0004014921,0.00002496936,0.0005225465,0.0002230795,0.0002387095,0.0010148,0.05133193,0.7011092,0.244338],"study_design_scores_gemma":[0.000009728215,0.00000821951,0.0001634443,0.00006822631,0.000001880249,0.0001534498,0.00003078898,0.00004508232,0.0001111856,0.001607078,0.9977953,0.000005602541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002669154,0.04602723,0.003309813,0.06306646,0.03895944,0.00005106452,0.001583769,0.00343232,0.8409007],"genre_scores_gemma":[0.01024418,0.00622337,0.001492636,0.006498676,0.005211038,0.00005057316,0.0004709075,0.001365829,0.9684427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6012289,"threshold_uncertainty_score":0.5687985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252408132674265,"score_gpt":0.2228158834161713,"score_spread":0.1975750701487448,"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."}}