{"id":"W4406671125","doi":"10.1016/b978-0-08-051980-7.50078-0","title":"10.1016/b978-0-08-051980-7.50078-0","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Magnetic Properties of Alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003449158,0.0006781883,0.0007363515,0.0002261582,0.0001439955,0.0002094336,0.00129071,0.0004568452,0.9997791],"category_scores_gemma":[0.00006656334,0.0006377687,0.0002058248,0.00004324166,0.0002286308,0.0001452187,0.000464633,0.0003559604,0.9995407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292399,"about_ca_system_score_gemma":0.000166608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000519503,"about_ca_topic_score_gemma":9.380647e-7,"domain_scores_codex":[0.9969441,0.00003900715,0.0006320501,0.0009307912,0.0007620014,0.0006920429],"domain_scores_gemma":[0.9978964,0.00007303807,0.0001976421,0.001298856,0.0001407477,0.0003933408],"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":[0.0002750093,0.00003834232,1.219956e-9,0.00006394941,0.00003413292,0.00006673382,0.00002691582,0.00002568916,0.003306397,0.0001695684,0.5717817,0.4242116],"study_design_scores_gemma":[0.0002373369,0.0004120056,2.997518e-7,0.0001814244,0.00007408156,0.00002953501,2.59622e-7,0.00001364237,0.0009387549,0.0003690437,0.9969327,0.0008108623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007959969,0.0005411063,6.474719e-7,0.0003186824,0.00002088865,0.0006299499,0.0001695839,0.0004179881,0.9978932],"genre_scores_gemma":[0.000002151445,0.000001283503,0.0005388428,0.0001538315,0.0005755911,0.00003768395,0.00005051669,0.0001836032,0.9984565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4251511,"threshold_uncertainty_score":0.9996074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739733228507083,"score_gpt":0.1688093183678188,"score_spread":0.1590695851393118,"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."}}