{"id":"W2159064755","doi":"10.7202/706002ar","title":"Inventaire des mauvaises herbes dans les pépinières ornementales du Québec","year":2005,"lang":"fr","type":"article","venue":"Phytoprotection","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001931771,0.0002942187,0.0002717777,0.00002121077,0.00152732,0.00008610688,0.0001908115,0.0001903716,0.001879147],"category_scores_gemma":[0.00008163013,0.0001590796,0.000183738,0.0002549755,0.001014627,0.0003815262,0.0001184258,0.0002061635,0.0003530154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004100286,"about_ca_system_score_gemma":0.00003404166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02858838,"about_ca_topic_score_gemma":0.7542412,"domain_scores_codex":[0.9984747,0.0001541758,0.0003279597,0.0004379076,0.0001422415,0.0004630831],"domain_scores_gemma":[0.9994759,0.00009977767,0.0001600686,0.00007569388,0.00008472057,0.0001038292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007719987,0.0006767265,0.5139096,0.0001159102,0.0001615166,0.000007124695,0.0003724639,0.0000878011,0.01889314,0.0002337211,0.005978995,0.4594858],"study_design_scores_gemma":[0.0002058649,0.0004988658,0.6172209,0.00008755644,0.00005366252,0.00003692005,0.004136263,0.0001435487,0.01033183,0.0007415406,0.3662378,0.000305264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419305,0.02083423,0.0001196845,0.03031343,0.0008264699,0.0005168926,0.0000313109,0.0001560294,0.005271403],"genre_scores_gemma":[0.9867069,0.002017504,0.0002996097,0.0002550114,0.002794978,0.0002022722,0.000002689501,0.000004161659,0.007716841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7256529,"threshold_uncertainty_score":0.9997725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402456039292368,"score_gpt":0.2302586693435994,"score_spread":0.1900130654143626,"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."}}