{"id":"W2989381244","doi":"10.17632/5sw2c38f8w.7","title":"BarkNet 1.0 (Part 4 of 4)","year":2019,"lang":"en","type":"article","venue":"Mendeley Data","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002735492,0.00007188971,0.0001298753,0.00004354829,0.00001576056,0.00002477714,0.002215882,0.00002718514,0.00009668538],"category_scores_gemma":[0.00004597099,0.00006261038,0.00001717068,0.0002150665,0.00001870389,0.001084346,0.001282232,0.00007010988,0.0001387539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008280117,"about_ca_system_score_gemma":0.00003305607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007505062,"about_ca_topic_score_gemma":8.208978e-7,"domain_scores_codex":[0.9991372,0.00002291798,0.0001687821,0.0003333254,0.0001893201,0.0001485157],"domain_scores_gemma":[0.9974789,0.00004281528,0.00007064419,0.00233058,0.00004068052,0.00003638047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002843716,0.0002035867,0.003166586,0.000118428,0.0000598968,0.00002201664,0.0001677669,0.00000927037,0.03047485,0.1276738,0.2641849,0.5738905],"study_design_scores_gemma":[0.0002569135,0.0001630422,0.0003379242,0.00003936165,0.000004935201,0.000009740163,0.00001071607,0.008691547,0.1251792,0.00693734,0.8581678,0.0002014132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001157536,0.0002568176,0.9871,0.0001950756,0.0001971886,0.0001556772,0.00008746059,0.0001779598,0.01067228],"genre_scores_gemma":[0.4586123,0.0004117715,0.5361185,0.000774427,0.0001143048,0.000006584414,0.000275199,0.00002346644,0.003663465],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5939829,"threshold_uncertainty_score":0.4117696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05077604090550824,"score_gpt":0.307446035962682,"score_spread":0.2566699950571737,"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."}}