{"id":"W4236266486","doi":"10.5558/tfc84131-1","title":"Professional Association News / Nouvelles des associations professionnelles","year":2008,"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); Professional association; Political science; Psychology; Public relations","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":[0.005882276,0.0006833063,0.0008407435,0.002659229,0.003326976,0.008530813,0.0008800564,0.006204152,0.1006794],"category_scores_gemma":[0.01374162,0.0006584602,0.0004815825,0.003275051,0.001213022,0.005124426,0.002417853,0.006333914,0.0359434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652668,"about_ca_system_score_gemma":0.007554566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023694,"about_ca_topic_score_gemma":0.0266219,"domain_scores_codex":[0.9948895,0.0005887793,0.0004597361,0.0004537738,0.00259602,0.001012245],"domain_scores_gemma":[0.9814883,0.005597708,0.001989177,0.0009674444,0.006015473,0.003941907],"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":[0.00004467153,0.00003083495,0.0004162771,0.0001557379,0.000002603746,0.00006985408,0.00009618612,0.00002026646,0.0001374495,0.004068084,0.9703895,0.02456853],"study_design_scores_gemma":[0.000006039897,0.000008076666,0.001075404,0.00008844436,0.000001201269,0.00003421104,0.00009736815,0.00001714294,0.00004511006,0.000203261,0.9984198,0.000004072384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006346052,0.04423055,0.001066239,0.3286795,0.2186475,0.0001230636,0.003210263,0.000509238,0.3971876],"genre_scores_gemma":[0.02196334,0.0202125,0.0009257084,0.02553268,0.05813323,0.0001887499,0.003262327,0.0002778595,0.8695037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8993207,"threshold_uncertainty_score":0.336806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001705079450597,"score_gpt":0.3251823298938305,"score_spread":0.2851652790993245,"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."}}