{"id":"W7062117601","doi":"","title":"Season 3 Episode 39: Learn how maple syrup is graded, and where to enjoy maple-season activities across Ontario.","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenology; Class (philosophy); Yield (engineering); Selection (genetic algorithm); Population","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":[0.0001341539,0.001147208,0.0009784232,0.0004428608,0.00004569317,0.00088963,0.0009455614,0.0003013324,0.00278259],"category_scores_gemma":[0.000018071,0.00113211,0.0003929966,0.0001551665,0.0002971458,0.0002067874,0.001070006,0.001437114,0.001460587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002472869,"about_ca_system_score_gemma":0.00005228322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06289498,"about_ca_topic_score_gemma":0.656827,"domain_scores_codex":[0.9964563,0.0001148705,0.0004490138,0.001247411,0.0004781693,0.001254237],"domain_scores_gemma":[0.9983687,0.0001441098,0.0001364428,0.0007417763,0.00001932309,0.0005896127],"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":[0.0001101153,0.00005119616,0.002735422,0.0009229272,0.0007800242,0.0002219394,0.01872244,0.00003653504,0.0007729193,0.0005566332,0.9739112,0.001178689],"study_design_scores_gemma":[0.0005087964,0.0001954167,0.0006345361,0.002231849,0.0001217211,0.00006690405,0.0004775093,0.006809774,0.001322531,0.0009580425,0.9853657,0.001307231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2911586,0.007609058,0.01526967,0.001066437,0.003857177,0.002497495,0.006553967,0.003054835,0.6689327],"genre_scores_gemma":[0.1754928,0.0003178875,0.001366778,0.0001649664,0.000542957,0.0001447646,0.0001864817,0.001006918,0.8207765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.593932,"threshold_uncertainty_score":0.9993169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174416199647601,"score_gpt":0.2345024864821537,"score_spread":0.2227583244856776,"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."}}