{"id":"W3119863688","doi":"","title":"Research Guides: CBE 250 - Winter Quarter 2021: Home","year":2021,"lang":"en","type":"libguides","venue":"","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008533028,0.0002242757,0.000240489,0.000178645,0.0002680918,0.0001959776,0.0006047718,0.0002806458,0.2610461],"category_scores_gemma":[0.0001642314,0.0001660085,0.0001229438,0.0009800266,0.0003190787,0.0003526657,0.0005012655,0.0007598192,0.009134379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005208358,"about_ca_system_score_gemma":0.0002150537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598436,"about_ca_topic_score_gemma":0.0004738787,"domain_scores_codex":[0.9971655,0.00008183398,0.0004848283,0.0006083554,0.001135933,0.0005235341],"domain_scores_gemma":[0.9987778,0.0001783764,0.00008055457,0.000686708,0.0001493272,0.0001272244],"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":[0.00000146827,0.00008197416,0.00113667,0.00001339387,0.00001996682,0.000004978251,0.0001268993,0.000003956286,0.000148765,0.001642704,0.994808,0.002011243],"study_design_scores_gemma":[0.00006527977,0.00005302897,0.009520967,0.0000726435,0.000005542766,0.000006972341,0.001422115,0.00001117345,0.00009277015,0.002776804,0.9857306,0.0002421279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004785181,0.000213378,0.00006626281,0.01465304,0.001447219,0.000227603,0.00008130724,0.00002594309,0.9785001],"genre_scores_gemma":[0.007496688,0.0003771182,0.002806982,0.002685133,0.00159196,0.0001263897,0.0009762416,0.0000524687,0.983887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2519117,"threshold_uncertainty_score":0.9916371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933674020469736,"score_gpt":0.3520882379187581,"score_spread":0.3027514977140607,"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."}}