{"id":"W6961522294","doi":"10.14288/1.0228285","title":"The Daily Canadian","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Variety (cybernetics)","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002606873,0.00003621731,0.00003541215,0.000001789197,0.003685472,0.00126599,0.0003027131,0.00001886276,0.0003630357],"category_scores_gemma":[0.00005445017,0.000009215054,0.00001695836,0.0003647314,0.00001963922,0.00006417474,0.00005305474,0.00004248236,0.00005197925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008784753,"about_ca_system_score_gemma":0.00009330375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8114638,"about_ca_topic_score_gemma":0.966604,"domain_scores_codex":[0.9995838,0.00003660968,0.0000588579,0.00008179038,0.00008584793,0.0001530694],"domain_scores_gemma":[0.9996656,0.00002416316,0.00001218169,0.00003698658,0.00008334157,0.0001777941],"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":[0.000006526303,0.000008089379,0.0001327923,6.469744e-8,0.00000444061,4.473017e-7,0.00002811196,0.000002048475,0.0001113054,0.00008377501,0.9896361,0.009986327],"study_design_scores_gemma":[0.00005575201,0.00007179871,0.001209711,0.000001204229,0.000002063994,0.00000243829,0.0006306322,0.00001748376,0.0000666632,0.0006833682,0.997217,0.00004189566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004995392,0.0001124573,4.279349e-7,0.01513384,0.0003448827,0.0003098423,0.00001446689,0.00001480815,0.9790739],"genre_scores_gemma":[0.4067174,0.00001646401,0.00002597925,0.0008362845,0.0001814031,0.0000984857,0.000006441871,4.734686e-7,0.5921171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.401722,"threshold_uncertainty_score":0.9997708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08299094268107449,"score_gpt":0.2270122451090367,"score_spread":0.1440213024279622,"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."}}