{"id":"W7111598562","doi":"","title":"NEW CANADIAN HAIKU","year":2024,"lang":"","type":"article","venue":"Figshare","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002276472,0.0002818559,0.0002144314,0.0001749321,0.0001294269,0.0003404332,0.0002077609,0.0001755754,0.6260403],"category_scores_gemma":[0.0002781213,0.0003040739,0.000164271,0.0004172413,0.000003356775,0.000182484,0.00006627385,0.0003613984,0.04176347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003917893,"about_ca_system_score_gemma":0.0007234446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02532732,"about_ca_topic_score_gemma":0.8572934,"domain_scores_codex":[0.9986771,0.00001010446,0.0002101108,0.0003345815,0.0001479837,0.0006201381],"domain_scores_gemma":[0.9990026,0.00009034054,0.000007161862,0.0002893331,0.00003664328,0.0005739335],"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":[5.314067e-7,0.000001490527,0.00006704171,0.001016692,0.0001091825,0.0001293628,0.000879398,0.0002006416,0.000001346058,0.00008802982,0.942803,0.0547033],"study_design_scores_gemma":[0.00005577342,0.0000165074,0.008687478,0.003403048,0.00002367434,0.00000582153,0.00004726655,0.005300408,0.00003940099,0.00008239807,0.9820076,0.000330587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00008629724,0.1239219,0.00001060861,0.001754865,0.00209339,0.0003496372,0.7691306,0.0007759883,0.1018767],"genre_scores_gemma":[0.9350815,0.00004486761,0.0001304099,0.00006687421,0.002247731,0.00009379201,0.04621088,0.0001533552,0.01597053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9349952,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03130928258101252,"score_gpt":0.2269756444876519,"score_spread":0.1956663619066394,"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."}}