{"id":"W6906636578","doi":"10.17605/osf.io/5xvd3","title":"Mini Labs Method Registration","year":2021,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Engineering Education and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Data collection; Software; Field (mathematics); Key (lock)","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":["metaresearch","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04844902,0.001715824,0.001770939,0.007449582,0.003616231,0.01291458,0.004960164,0.003607238,0.5122672],"category_scores_gemma":[0.1231849,0.00167328,0.001877659,0.004910476,0.002509471,0.009277458,0.01073313,0.005633079,0.487818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004067549,"about_ca_system_score_gemma":0.01671337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002834994,"about_ca_topic_score_gemma":0.003042658,"domain_scores_codex":[0.9611711,0.01595861,0.004209068,0.004191235,0.01225986,0.002210061],"domain_scores_gemma":[0.8802755,0.02464535,0.00344404,0.04695999,0.03874014,0.005934913],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000488778,0.0001437383,0.0004391765,0.00103801,0.00001934002,0.00007914624,0.0007945416,0.00008438494,0.002556304,0.04898284,0.7877179,0.1576559],"study_design_scores_gemma":[0.00004844516,0.00004166472,0.0002484325,0.0002752112,0.00000868216,0.00007623855,0.000172989,0.0001635154,0.00210819,0.005745723,0.9910799,0.00003112859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.002953977,0.001121358,0.3488267,0.007196771,0.01165617,0.01724509,0.07493144,0.09610894,0.4399595],"genre_scores_gemma":[0.01623332,0.001345351,0.2281003,0.003994542,0.002345936,0.03479647,0.09748366,0.06448254,0.551218],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9950398,"threshold_uncertainty_score":0.6956916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826354307116507,"score_gpt":0.3752927617658514,"score_spread":0.3470292186946863,"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."}}