{"id":"W4241633907","doi":"10.5558/tfc86545-4","title":"Professional Association News / Nouvelles des associations professionnelles","year":2010,"lang":"en","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":"Association (psychology); Environmental health; Medicine; Psychology","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":[0.006061628,0.0007018155,0.0008360461,0.00264869,0.003293452,0.00863474,0.0008906696,0.006239695,0.09768312],"category_scores_gemma":[0.01417487,0.0006627287,0.0004934516,0.003300486,0.001231673,0.00515654,0.002412839,0.006382918,0.03436412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684091,"about_ca_system_score_gemma":0.007552722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01026277,"about_ca_topic_score_gemma":0.02676579,"domain_scores_codex":[0.9947253,0.0006248205,0.0004900707,0.0004696587,0.002651218,0.001038857],"domain_scores_gemma":[0.9806749,0.00594697,0.002082909,0.001023108,0.00618143,0.004090668],"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":[0.00004852172,0.00003278888,0.0004331906,0.0001717971,0.000002774871,0.00007623019,0.00009823987,0.00002148595,0.0001508546,0.004127392,0.9690933,0.0257434],"study_design_scores_gemma":[0.000006366873,0.000008525329,0.001109895,0.00009166667,0.000001242331,0.00003692288,0.00009867947,0.00001773416,0.00004820508,0.0002010272,0.9983755,0.000004203321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006412901,0.04530775,0.001071033,0.3360274,0.2250824,0.0001229681,0.003244777,0.0005017701,0.3822291],"genre_scores_gemma":[0.02368852,0.02203874,0.0009818315,0.02651037,0.0644903,0.0001960576,0.003461184,0.0002904163,0.8583425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9023169,"threshold_uncertainty_score":0.3267826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344027925627239,"score_gpt":0.3277862011132988,"score_spread":0.3043459218570264,"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."}}