{"id":"W4244315174","doi":"10.5558/tfc2012-049","title":"Model Forest News / Nouvelles des forêts modèles","year":2012,"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":false,"ca_institutions":"Canadian Forest Service; Government of Newfoundland and Labrador","funders":"","keywords":"Mod; Forestry; Environmental science; Geography; Mathematics; Combinatorics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005314708,0.00114495,0.001157989,0.001351785,0.001247651,0.008267351,0.001982536,0.00242385,0.08260318],"category_scores_gemma":[0.01312907,0.0009111853,0.001799128,0.001662554,0.001078442,0.007800554,0.001217855,0.003382976,0.01326208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003714426,"about_ca_system_score_gemma":0.003688888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04325791,"about_ca_topic_score_gemma":0.04976745,"domain_scores_codex":[0.9972135,0.001129229,0.00008737305,0.0003136024,0.001057497,0.0001987835],"domain_scores_gemma":[0.9929246,0.003915329,0.0001764807,0.001520493,0.001132757,0.000330357],"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":[0.0006082866,0.000240961,0.001150639,0.0004213444,0.0001091607,0.0001051193,0.0002478393,0.07479911,0.0006559663,0.451041,0.3122075,0.158413],"study_design_scores_gemma":[0.0002385132,0.0001108811,0.0008813943,0.0004473509,0.00006638222,0.0001095597,0.0002125708,0.1866828,0.001832869,0.1648579,0.6444573,0.0001024506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03363364,0.0158157,0.3348899,0.04202929,0.006990335,0.0003359574,0.02137919,0.01348672,0.5314393],"genre_scores_gemma":[0.3637954,0.01615236,0.210194,0.003786818,0.002811265,0.001166911,0.03232812,0.01295669,0.3568085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08260318,"threshold_uncertainty_score":0.2763352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08169530975438065,"score_gpt":0.2814273639639017,"score_spread":0.1997320542095211,"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."}}