{"id":"W7040764675","doi":"","title":"","year":2021,"lang":"","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Queen's University","keywords":"Subject (documents); Exposition (narrative); Point (geometry); Matrix (chemical analysis); Staring","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005738641,0.0004422187,0.0002568763,0.0006922428,0.004431286,0.00625577,0.0005272087,0.002047044,0.09656955],"category_scores_gemma":[0.002611839,0.0001486717,0.0002673946,0.0005074851,0.001568145,0.002790462,0.001793714,0.00287818,0.05350065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002024319,"about_ca_system_score_gemma":0.001418999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007778468,"about_ca_topic_score_gemma":0.02936907,"domain_scores_codex":[0.9993535,0.0001107412,0.00002238219,0.0001213955,0.0002919011,0.0001000689],"domain_scores_gemma":[0.99934,0.0001049465,0.00002378859,0.00006224826,0.0002700709,0.0001988581],"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":[0.00001161975,0.00001094253,0.0001344695,0.0000352477,0.000001288355,0.00004385849,0.0008014662,0.00001288016,0.0001589336,0.03460253,0.9437717,0.02041515],"study_design_scores_gemma":[7.321915e-7,0.000003090238,0.0001978111,0.00003177192,6.068888e-7,0.00003068848,0.0005253059,0.000008486999,0.00005569683,0.001583943,0.9975599,0.000001965142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001190729,0.004604461,0.0006851266,0.03299698,0.0264505,0.00003584265,0.0002645414,0.0001470409,0.9336247],"genre_scores_gemma":[0.007020523,0.001257262,0.0002406067,0.01385323,0.00256041,0.00002381521,0.0001588317,0.00008910204,0.9747962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9034305,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09064992469289958,"score_gpt":0.3945067816115685,"score_spread":0.3038568569186689,"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."}}