{"id":"W7100566042","doi":"","title":"Mitchell, L.D.; Whitfield, P.S.; Margeson, J.;","year":2007,"lang":"en","type":"article","venue":"","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phase (matter); Amorphous solid; Polymer; Nanoparticle; Dispersion (optics); Research council","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":[],"consensus_categories":[],"category_scores_codex":[0.0005869288,0.0001008362,0.0001016383,0.000162932,0.0000982897,0.00005058855,0.00146589,0.00009495556,0.00004138456],"category_scores_gemma":[0.00008592699,0.00009269974,0.0000473254,0.0003586297,0.00005662008,0.0001998508,0.000382613,0.0001537709,0.0003930572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004592196,"about_ca_system_score_gemma":0.00002940561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001326902,"about_ca_topic_score_gemma":0.00001901907,"domain_scores_codex":[0.998965,0.00001152448,0.0001820182,0.0002854053,0.0002081785,0.000347875],"domain_scores_gemma":[0.9989647,0.000122303,0.00004530351,0.0007510958,0.00005170624,0.00006495172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003116319,0.00005370737,0.001484834,0.000006415361,0.000009351554,0.00006479101,0.0003216832,0.000007811751,0.001722164,0.5582272,0.1137127,0.3243862],"study_design_scores_gemma":[0.0003273917,0.0001402316,0.007797061,0.0000138272,0.000002963763,0.0000595254,0.00008658091,0.005298295,0.04729202,0.04204267,0.8964031,0.0005363361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009414399,0.0001433502,0.8834206,0.002832156,0.0004852302,0.00005371498,4.16522e-8,0.002015196,0.1016353],"genre_scores_gemma":[0.5933859,0.000003006553,0.4021297,0.0007594944,0.00004337736,0.000001002807,1.30382e-7,0.000005496229,0.003671927],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7826903,"threshold_uncertainty_score":0.5052086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008693919617134768,"score_gpt":0.223349457762203,"score_spread":0.2146555381450682,"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."}}