{"id":"W7054726800","doi":"","title":"BALTA Bits &amp; Bites - September-October 2007","year":2007,"lang":"en","type":"other","venue":"AUSpace (Athabasca University)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Alliance; Headline; Social economy; Digital economy; Presentation (obstetrics)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00006252107,0.0003875155,0.000338738,0.0007503066,0.00007728855,0.00003782338,0.0004602987,0.0004584365,0.02494765],"category_scores_gemma":[0.0000121883,0.0004117605,0.0001566945,0.0006068427,0.0001053537,0.00009442611,0.0001452765,0.0003909663,0.005493413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307143,"about_ca_system_score_gemma":0.00002918126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005230009,"about_ca_topic_score_gemma":0.001614738,"domain_scores_codex":[0.9987621,0.00001777397,0.000139189,0.0003821799,0.0002122025,0.0004865626],"domain_scores_gemma":[0.9989913,0.00005891655,0.00006212563,0.0005934062,0.00003847208,0.0002558564],"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":[0.000003748021,0.00002930035,0.00007589491,0.000124927,0.00009592942,0.00002324521,0.00002955335,0.00008312587,0.0000943153,0.003877969,0.9948407,0.0007212395],"study_design_scores_gemma":[0.0002213305,0.00001676265,0.0000350974,0.0001059663,0.00007772274,0.000003237364,0.00004756153,0.000170839,0.000061446,0.00001375442,0.9987423,0.0005040128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001584029,0.001096084,0.006510534,0.0001263528,0.0003172678,0.0003142198,0.000105927,0.001129935,0.9902413],"genre_scores_gemma":[0.0002495677,0.0004435647,0.003790069,0.00006942347,0.0003342573,0.000001710833,0.0000829738,0.0003543803,0.994674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01945423,"threshold_uncertainty_score":0.9998334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144739594494208,"score_gpt":0.1959534968175263,"score_spread":0.1845061008725842,"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."}}