{"id":"W4233510192","doi":"10.5558/tfc83016-1","title":"Model Forest News / Nouvelles des forêts modèles","year":2007,"lang":"fr","type":"article","venue":"The Forestry Chronicle","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mod; Forestry; Geography; Biology; Mathematics; Combinatorics","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":[],"consensus_categories":[],"category_scores_codex":[0.002745988,0.0009734794,0.0009104264,0.0006268179,0.0004615366,0.003430354,0.001972375,0.00174998,0.05078371],"category_scores_gemma":[0.008435056,0.0008499447,0.001395142,0.0008322483,0.0005172628,0.004281098,0.0007689671,0.002192817,0.0102894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535161,"about_ca_system_score_gemma":0.00158253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02069302,"about_ca_topic_score_gemma":0.03048455,"domain_scores_codex":[0.9991229,0.0003308146,0.00004281527,0.0001563658,0.0002814565,0.00006565793],"domain_scores_gemma":[0.9960562,0.002611596,0.0001314837,0.0005745731,0.0004600891,0.0001660994],"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":[0.0007483748,0.0002361763,0.002336671,0.0005693667,0.0002642196,0.0001525368,0.0002130865,0.2639192,0.001454794,0.3464711,0.2346682,0.1489662],"study_design_scores_gemma":[0.0002047813,0.00006592771,0.000780825,0.000184945,0.00008516185,0.0001096634,0.00006334609,0.6144612,0.001915834,0.1337535,0.2482997,0.00007510886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02810456,0.009911545,0.7142866,0.01477256,0.003685155,0.0002035073,0.02889394,0.01213814,0.1880039],"genre_scores_gemma":[0.35642,0.009002265,0.3823136,0.00239215,0.001839916,0.001197587,0.03860698,0.008368258,0.1998593],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05078371,"threshold_uncertainty_score":0.1698884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06753600599220139,"score_gpt":0.2842098724512862,"score_spread":0.2166738664590848,"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."}}