{"id":"W6995902464","doi":"","title":"Project 10 Image - VA Halifax - 1956-09-06","year":2019,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Image (mathematics); Image processing; Feature (linguistics); Photography; Image manipulation","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001184137,0.002602579,0.002507412,0.00379952,0.0002178203,0.0005440224,0.003408515,0.004056755,0.02803537],"category_scores_gemma":[0.0004045103,0.002555765,0.0009555462,0.003144803,0.0007664174,0.0003804391,0.001144955,0.003277899,0.3975367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007363379,"about_ca_system_score_gemma":0.0007899778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923233,"about_ca_topic_score_gemma":0.0004582007,"domain_scores_codex":[0.9908249,0.0004162651,0.001299192,0.003024457,0.001971049,0.002464161],"domain_scores_gemma":[0.9916779,0.0002236355,0.001729047,0.005765832,0.0002144217,0.0003891549],"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":[0.0001101808,0.000351926,0.0000526642,0.0004342078,0.0005040225,0.0002352288,0.00007660213,0.000002949578,0.002513182,0.0008753588,0.9911081,0.003735585],"study_design_scores_gemma":[0.001897572,0.0002043899,0.00002898544,0.001981213,0.0004224261,0.0001101681,0.00007263291,0.0001156583,0.0005572796,0.0002346128,0.9913213,0.00305382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003356878,0.002975682,0.0007895221,0.0002184187,0.001547549,0.005460971,0.004717525,0.01279614,0.9714606],"genre_scores_gemma":[0.0003357661,0.0003163069,0.01341193,0.0001966134,0.002064795,0.000641048,0.002223102,0.01262317,0.9681873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3695013,"threshold_uncertainty_score":0.9990216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251727390330688,"score_gpt":0.2690106365189829,"score_spread":0.2564933626156761,"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."}}