{"id":"W7040876179","doi":"","title":"Long Shadows Cast","year":2024,"lang":"en","type":"other","venue":"Lancaster EPrints (Lancaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glacial period; Shadow (psychology); Glacier; The Imaginary; Premise; Ideal (ethics); Shot (pellet); Quarter (Canadian coin); Symbol (formal); Indigenous","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002156138,0.001303958,0.001223578,0.004205821,0.00007991373,0.00027723,0.00154495,0.0009764603,0.05076472],"category_scores_gemma":[0.00001353192,0.001405781,0.0005300178,0.002044535,0.0003103166,0.0002955913,0.001480757,0.001289462,0.4684658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005284183,"about_ca_system_score_gemma":0.0001321124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002358557,"about_ca_topic_score_gemma":0.001788683,"domain_scores_codex":[0.9951121,0.0002437251,0.0004492259,0.00213563,0.0007473698,0.001311941],"domain_scores_gemma":[0.9967523,0.00003762967,0.0004463531,0.002144058,0.00008889927,0.0005307153],"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":[0.0001707221,0.0001650775,0.0119469,0.0009236636,0.001055326,0.01078403,0.0004364285,1.016245e-7,0.00008160385,0.00230094,0.9702435,0.001891739],"study_design_scores_gemma":[0.001264945,0.00005305232,0.008237741,0.001643005,0.0004779603,0.0003095859,0.0002300347,0.00002916295,0.00002766802,0.0000499951,0.9862328,0.001444005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006830432,0.0006706491,0.0004968542,0.00009337999,0.001911709,0.0009004941,0.001071778,0.001663135,0.9925089],"genre_scores_gemma":[0.003357884,0.00005254798,0.0005476524,0.0001722285,0.001362687,0.000004598419,0.0002005178,0.003485704,0.9908162],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4177011,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897432773738477,"score_gpt":0.2241664334143211,"score_spread":0.2051921056769363,"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."}}