{"id":"W4386706571","doi":"10.59350/hp7pv-xyj04","title":"[Looks around] Wow. [Looks around some more] Wow.","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Undergraduate Neuroscience Education and Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Great Rift; Media studies; Political science; Sociology; Physics; Astronomy","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001303331,0.0008601844,0.0007032836,0.001275586,0.0008649662,0.001517295,0.002940301,0.0007033336,0.0004398167],"category_scores_gemma":[0.001482135,0.0007364082,0.0004292666,0.0009396038,0.001707342,0.0005353761,0.002202437,0.003266168,0.001444364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004531135,"about_ca_system_score_gemma":0.001551195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002434604,"about_ca_topic_score_gemma":0.00003524346,"domain_scores_codex":[0.9910372,0.0004570586,0.001000042,0.002899071,0.002733847,0.001872739],"domain_scores_gemma":[0.9953991,0.0008850521,0.0004108745,0.002144356,0.0002224687,0.0009381375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004658623,0.007050398,0.005130492,0.001296173,0.0001019454,0.00142929,0.004411704,0.003857702,0.7424468,0.1017655,0.115738,0.01630608],"study_design_scores_gemma":[0.003325796,0.0008661911,0.006580905,0.0005722994,0.0001444686,0.0006804013,0.005122254,0.0279698,0.5883747,0.1034022,0.2563277,0.006633238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7854002,0.0001300168,0.001900807,0.01598339,0.01534352,0.002557109,0.00005919797,0.00116717,0.1774586],"genre_scores_gemma":[0.8064643,0.0004143641,0.0004305718,0.01077634,0.001463464,0.0001276984,0.00001342459,0.000125978,0.1801839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1540721,"threshold_uncertainty_score":0.9995192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420677102401774,"score_gpt":0.39374032816941,"score_spread":0.2516726179292325,"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."}}