{"id":"W6943834117","doi":"10.17605/osf.io/76wmp","title":"Like-Meisters","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[0.0005114829,0.0008983509,0.0007653393,0.002148857,0.001755416,0.003649021,0.0008892163,0.001828486,0.2087002],"category_scores_gemma":[0.002608998,0.0004689673,0.0006938295,0.001726464,0.001296908,0.00610831,0.002378787,0.002483203,0.1270033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007841308,"about_ca_system_score_gemma":0.0005317428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007401903,"about_ca_topic_score_gemma":0.0009125237,"domain_scores_codex":[0.9992579,0.0001212287,0.00004171027,0.0002585766,0.0002216787,0.00009891826],"domain_scores_gemma":[0.9990762,0.000154387,0.00006059899,0.00039916,0.0001849872,0.0001246499],"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":[0.00007509674,0.00004542016,0.0006381597,0.0001559225,0.00002918752,0.0001782783,0.0003477596,0.00044781,0.001298457,0.6291826,0.2173867,0.1502146],"study_design_scores_gemma":[0.00001527301,0.00001661614,0.0005575782,0.00009139743,0.00002357411,0.0006551153,0.000145996,0.0009491016,0.001974261,0.3754803,0.6200554,0.00003537229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008104746,0.00317742,0.03015696,0.00622932,0.003234541,0.00003091578,0.002311743,0.002843482,0.9439108],"genre_scores_gemma":[0.139542,0.003466717,0.01152394,0.001848383,0.001402824,0.00006470519,0.003593465,0.002486997,0.8360708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2087002,"threshold_uncertainty_score":0.6981718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736868517984822,"score_gpt":0.2567509946107339,"score_spread":0.2393823094308857,"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."}}