{"id":"W2784238424","doi":"10.17605/osf.io/grqau","title":"ManyBabies 1: Analysis Scripts","year":2017,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scripting language; Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004533202,0.001200258,0.0006052203,0.002769118,0.001578436,0.005471627,0.0009978313,0.0009098722,0.2010566],"category_scores_gemma":[0.02914658,0.001424428,0.0009384606,0.002323163,0.0009718752,0.004193929,0.002472149,0.00181231,0.09097121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689442,"about_ca_system_score_gemma":0.003461416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005580433,"about_ca_topic_score_gemma":0.006814809,"domain_scores_codex":[0.9967111,0.001235406,0.0003224158,0.0007274031,0.0007637556,0.0002398138],"domain_scores_gemma":[0.9837388,0.008844065,0.0005821556,0.003183388,0.003361019,0.0002906738],"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":[0.0007549708,0.0001278611,0.003633259,0.0007311527,0.00007843506,0.0002705239,0.005885963,0.002141029,0.0044706,0.09391093,0.7609282,0.1270671],"study_design_scores_gemma":[0.0001139408,0.00003163412,0.003673745,0.000268501,0.00003109491,0.0001490846,0.001590721,0.009948557,0.008202492,0.06252958,0.9133686,0.00009200511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01823745,0.0001941169,0.3897653,0.002466956,0.0006355047,0.001809075,0.2592559,0.1928969,0.1347388],"genre_scores_gemma":[0.1033195,0.0002338336,0.4326863,0.000718998,0.0002613702,0.005899417,0.1846615,0.1511465,0.1210726],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2010566,"threshold_uncertainty_score":0.6726013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708143628671663,"score_gpt":0.2700849131742549,"score_spread":0.2330034768875383,"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."}}