{"id":"W7031503862","doi":"","title":"Armor","year":2014,"lang":"en","type":"article","venue":"Digital Commons @ Butler University (Butler University)","topic":"Ego Development and Educational Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"cardboard; Corrugated fiberboard; Newspaper; Knight; Quarter (Canadian coin)","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":[0.0001449917,0.0002568947,0.0002459289,0.0005845313,0.0004608151,0.0001187542,0.0007938134,0.0001658363,0.002142714],"category_scores_gemma":[0.00005568621,0.0003201581,0.00016186,0.0008041104,0.0002410812,0.001308772,0.0003068635,0.0003408204,0.002985432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002152466,"about_ca_system_score_gemma":0.0001177381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001655052,"about_ca_topic_score_gemma":0.00009144557,"domain_scores_codex":[0.9984864,0.0001578391,0.0001400266,0.0004994869,0.0002469465,0.0004692716],"domain_scores_gemma":[0.9984848,0.0004183693,0.0001510061,0.0005029938,0.0001576375,0.0002851921],"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":[0.0007914102,0.001237101,0.12514,0.00002739938,0.0006808115,0.0004504963,0.00300509,0.00001961262,0.00005685069,0.7277893,0.1199504,0.02085163],"study_design_scores_gemma":[0.0009373221,0.00007332343,0.06089026,0.00001337654,0.00006485904,0.00001435724,0.006046788,0.00001308289,0.00001702384,0.000521866,0.9309988,0.0004089397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2328553,0.00001479105,0.001121104,0.001291279,0.0005650434,0.0001333677,0.00005649656,0.0001935165,0.7637691],"genre_scores_gemma":[0.8076544,0.000006693963,0.0001726431,0.0001369674,0.00008595157,1.289076e-7,0.0001204925,0.00001869879,0.191804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8110484,"threshold_uncertainty_score":0.9999251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591706403846498,"score_gpt":0.2356346928004137,"score_spread":0.2097176287619487,"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."}}