{"id":"W4406236945","doi":"10.59704/1a46c73cd6c61c87","title":"Miller II, Part II?","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Miller; Computer science; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001413526,0.0003080296,0.000290416,0.0006023558,0.006530845,0.004192572,0.0005391468,0.003657891,0.05870721],"category_scores_gemma":[0.004528535,0.0002089403,0.0003050114,0.0006688531,0.003322401,0.004008153,0.001921668,0.003547719,0.01045168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005750574,"about_ca_system_score_gemma":0.005389432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03894475,"about_ca_topic_score_gemma":0.07056551,"domain_scores_codex":[0.9990414,0.000189093,0.00002215279,0.0001635202,0.0002590933,0.0003247007],"domain_scores_gemma":[0.9993713,0.0001622836,0.00005706847,0.00005989172,0.0001319318,0.0002175338],"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":[0.00001902999,0.00001773433,0.0005674766,0.00006243186,0.000003667694,0.0001348874,0.003452827,0.00001754586,0.0001909606,0.2505901,0.7218904,0.02305291],"study_design_scores_gemma":[0.000004464893,0.00001089243,0.003090713,0.0001629241,0.000002435583,0.00008494347,0.001614975,0.00003104447,0.0000900488,0.02015763,0.9747423,0.00000764713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009846373,0.01668892,0.0004394387,0.3999935,0.009342581,0.00007734166,0.0002776071,0.00006031002,0.563274],"genre_scores_gemma":[0.07647201,0.00491318,0.0002661825,0.1309833,0.003477107,0.0001270898,0.0001418172,0.00006436323,0.783555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9412928,"threshold_uncertainty_score":0.1963952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07859455860017277,"score_gpt":0.3798536425085465,"score_spread":0.3012590839083737,"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."}}