{"id":"W4318269953","doi":"10.3791/64698-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Computer science; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008071812,0.002135302,0.001662705,0.003447866,0.001066463,0.003235448,0.002905954,0.002290258,0.6895595],"category_scores_gemma":[0.004484551,0.0006084898,0.001124811,0.003542458,0.0003061298,0.002651987,0.003147088,0.00139907,0.472418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000912675,"about_ca_system_score_gemma":0.001927519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009866705,"about_ca_topic_score_gemma":0.02193513,"domain_scores_codex":[0.9994382,0.00006425235,0.00004884585,0.0001633083,0.0001942184,0.00009115274],"domain_scores_gemma":[0.9987146,0.0003761516,0.00008309439,0.0001642759,0.0004365411,0.0002253685],"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":[0.00007334202,0.00001751484,0.0001782339,0.0006580333,0.00001103687,0.0000349148,0.00002783627,0.000116769,0.0001977455,0.0005113325,0.9839646,0.01420869],"study_design_scores_gemma":[0.00007329207,0.00002412895,0.0008689582,0.0003277554,0.00002201408,0.00008430019,0.00008038436,0.000436959,0.0004297352,0.002242992,0.9953731,0.00003645639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003607011,0.0006009091,0.002062465,0.0004733505,0.0004609072,0.0002180947,0.944115,0.01436504,0.03734361],"genre_scores_gemma":[0.003040481,0.001190241,0.01093889,0.001061221,0.0001594616,0.00103413,0.9317614,0.006427011,0.0443872],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6895595,"threshold_uncertainty_score":0.4428057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854245293391221,"score_gpt":0.2730643919351466,"score_spread":0.2445219390012344,"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."}}