{"id":"W6983274939","doi":"","title":"Maine Folklife, Vol. 10, Iss. 1","year":2004,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Folklife; Digitization; Folklore; Center (category theory); Digital scholarship; Information center; Microform; Library of congress; Digital library","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":["insufficient_payload"],"category_scores_codex":[0.0001726118,0.0002706038,0.0002606305,0.0005769338,0.000245905,0.00006793874,0.000826562,0.0001569731,0.0009338742],"category_scores_gemma":[0.00005012412,0.0003038371,0.000189945,0.00097027,0.0002151327,0.0002866478,0.0003469487,0.0003092581,0.003656419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509349,"about_ca_system_score_gemma":0.0001004958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003480419,"about_ca_topic_score_gemma":0.0001001968,"domain_scores_codex":[0.9984107,0.00007821043,0.0002886944,0.0003961083,0.0002139869,0.0006122934],"domain_scores_gemma":[0.9983095,0.00008475579,0.0001348878,0.001112732,0.0001066759,0.0002514369],"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":[0.002175592,0.006717083,0.02964952,0.0001046328,0.001476512,0.001752809,0.003034636,0.0007234695,0.001372615,0.610467,0.1635047,0.1790213],"study_design_scores_gemma":[0.002178212,0.0002846693,0.005889788,0.00004941697,0.00005034463,0.00003408894,0.000593082,0.0000186339,0.0002817439,0.003753599,0.9863729,0.0004935222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2487313,0.0001974625,0.009779472,0.002614299,0.0003801285,0.0006596133,0.0006243737,0.001236094,0.7357772],"genre_scores_gemma":[0.9678407,0.00003773869,0.0004844205,0.0002003491,0.00004262044,0.000005584152,0.000187455,0.00004020645,0.03116096],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8228682,"threshold_uncertainty_score":0.9999794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282552155610408,"score_gpt":0.2538626386908777,"score_spread":0.2310371171347736,"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."}}