{"id":"W4246508450","doi":"10.5558/tfc85012-1","title":"Practitioners' Corner / La rubrique des professionnels","year":2009,"lang":"fr","type":"article","venue":"The Forestry Chronicle","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01451234,0.0005432118,0.0009881877,0.002128287,0.0113333,0.01534847,0.001129095,0.01010056,0.03736651],"category_scores_gemma":[0.01959304,0.0006216209,0.0005664301,0.003353401,0.01073841,0.01277585,0.008289704,0.01094682,0.003808485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157797,"about_ca_system_score_gemma":0.03745726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04317011,"about_ca_topic_score_gemma":0.07119357,"domain_scores_codex":[0.9824197,0.007309828,0.0008435973,0.00125244,0.004756392,0.003418019],"domain_scores_gemma":[0.9766235,0.008942342,0.001800107,0.001329235,0.004832613,0.006472164],"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":[0.00006877993,0.0001185481,0.001890926,0.0003844616,0.000009107824,0.0003633028,0.01360575,0.0001950803,0.0007200823,0.426378,0.4767492,0.0795167],"study_design_scores_gemma":[0.00002042761,0.00002610512,0.001863625,0.0004981612,0.000002283002,0.0001966931,0.01013687,0.0001103342,0.0001202242,0.01345128,0.9735556,0.00001834368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0155137,0.04120567,0.001869027,0.7820203,0.01352828,0.00005265377,0.0001492575,0.00009719866,0.145564],"genre_scores_gemma":[0.4281004,0.03251898,0.003611019,0.09565452,0.01228744,0.0003078362,0.0002987598,0.0002511219,0.42697],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9626335,"threshold_uncertainty_score":0.1250034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313344629842196,"score_gpt":0.331475086941005,"score_spread":0.3001406239567854,"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."}}