{"id":"W2542250223","doi":"","title":"Canadian Gems: Books For Your Library","year":2011,"lang":"en","type":"article","venue":"YA Hotline","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Computer science","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":[],"category_scores_codex":[0.00007435855,0.00008032787,0.0001058702,0.00006410379,0.0001665,0.000007634908,0.0001270996,0.00007050565,0.004798029],"category_scores_gemma":[0.00001916564,0.00006397241,0.0000367049,0.00004781924,0.00006368502,0.0001108145,0.000005125519,0.00006581445,0.0003218849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001200223,"about_ca_system_score_gemma":0.0000676771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1108955,"about_ca_topic_score_gemma":0.5148376,"domain_scores_codex":[0.9994373,0.00001626775,0.00009768019,0.0001448234,0.00003027902,0.0002736152],"domain_scores_gemma":[0.9996897,0.00004063438,0.00002189969,0.0001016115,0.00001177259,0.0001344072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005449896,0.000007376602,0.8749412,0.000008725565,0.00004603628,0.00003755241,0.0005685542,0.000008063609,0.000001670893,0.0007543562,0.1164501,0.007121867],"study_design_scores_gemma":[0.0002797798,0.000178385,0.6578839,0.000004113635,0.00002089503,0.00001438838,0.0001305287,0.0004008033,0.000074968,0.009690336,0.3311521,0.0001698061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5239637,0.003431986,0.0001208112,0.005031065,0.001470867,0.0004151912,0.0008270586,0.0001817168,0.4645576],"genre_scores_gemma":[0.966216,0.00006371903,0.003053052,0.004041475,0.0003139675,0.000004067662,0.0002441795,0.000005618734,0.02605794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4422522,"threshold_uncertainty_score":0.9961117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04970561955712068,"score_gpt":0.2065437092997375,"score_spread":0.1568380897426168,"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."}}