{"id":"W6950334063","doi":"10.5281/zenodo.7588801","title":"Replication package for: \"How Effective are Female Role Models in Steering Girls towards STEM? Evidence from French High Schools\"","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Agence Nationale de la Recherche","keywords":"Replicate; Replication (statistics); Code (set theory); Table (database); R package","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009971051,0.0003079366,0.000392385,0.0007536984,0.0006322916,0.0009436429,0.004146163,0.0002774688,0.0001970719],"category_scores_gemma":[0.001603764,0.0003504935,0.00008263015,0.0009630258,0.0001056195,0.0005828906,0.002886633,0.0005485279,0.001625055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006858713,"about_ca_system_score_gemma":0.00001477826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003842276,"about_ca_topic_score_gemma":0.00002327378,"domain_scores_codex":[0.9969773,0.0003590543,0.0002949633,0.001350209,0.0005447052,0.0004738233],"domain_scores_gemma":[0.9966057,0.0001252423,0.0003988883,0.002423907,0.0003362216,0.0001100317],"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":[0.00001714882,0.00007884752,0.00002124926,0.0002316211,0.00008652673,0.00002846443,0.001583652,0.0006150776,0.001166128,0.003939758,0.5981994,0.3940322],"study_design_scores_gemma":[0.0007151393,0.0003418983,0.002390526,0.002133491,0.00002453759,0.00001302467,0.0002711709,0.02231043,0.001569164,0.004258555,0.9651058,0.0008663099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00385736,0.001664781,0.9280973,0.002588698,0.0007267192,0.003858422,0.0006757006,0.02266097,0.03587007],"genre_scores_gemma":[0.8005032,0.0009520688,0.0646031,0.0001597868,0.0009913128,0.00001262112,0.00120806,0.0266921,0.1048778],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8634942,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05400127417867392,"score_gpt":0.2544232373320755,"score_spread":0.2004219631534016,"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."}}