{"id":"W2327942132","doi":"10.4141/cjss08400","title":"Régis Simard Symposium","year":2009,"lang":"fr","type":"article","venue":"Canadian Journal of Soil Science","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Computer science","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":[0.003586191,0.001542815,0.0006534078,0.001165899,0.002738071,0.004351653,0.001331417,0.005222278,0.05930091],"category_scores_gemma":[0.005006003,0.0004410073,0.001114585,0.0004253677,0.000937592,0.001812997,0.002707429,0.006482868,0.04847978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003683769,"about_ca_system_score_gemma":0.006944315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254367,"about_ca_topic_score_gemma":0.02214553,"domain_scores_codex":[0.9978879,0.000386739,0.00006923401,0.0005249925,0.0008104538,0.0003206852],"domain_scores_gemma":[0.9978651,0.0001939427,0.0001017232,0.0001308004,0.0009105142,0.000797943],"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":[0.00003074773,0.00001303265,0.00004604741,0.00003718894,0.000004875769,0.00005255065,0.00002617572,0.00003559755,0.0001251523,0.003137967,0.9875187,0.008972031],"study_design_scores_gemma":[0.000003004943,0.000006338876,0.0001208671,0.00004321809,0.000002016091,0.00002792651,0.00001932994,0.00001464806,0.00008186628,0.0003808126,0.9992965,0.000003401924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001357179,0.06486361,0.0009612981,0.345738,0.3181315,0.00008620576,0.000864626,0.0005145129,0.2674831],"genre_scores_gemma":[0.0130136,0.0243926,0.000895411,0.06824943,0.05346491,0.0001075923,0.0005297149,0.0003252615,0.8390214],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05930091,"threshold_uncertainty_score":0.1983813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029762795018339,"score_gpt":0.2873556564375259,"score_spread":0.2670580284873425,"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."}}