{"id":"W4372205635","doi":"10.3791/65485-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Agrobacterium; Biology; Transformation (genetics); Biotechnology; Gene; Cultivar; Glycine; Agronomy; Genetics","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":["insufficient_payload"],"category_scores_codex":[0.0003819558,0.001645106,0.001182273,0.002793089,0.0007061525,0.001992856,0.001993577,0.00166558,0.4299452],"category_scores_gemma":[0.00290244,0.0003320653,0.000801202,0.002886563,0.0002080536,0.001920997,0.002025719,0.001065031,0.3041848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007990333,"about_ca_system_score_gemma":0.001163545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562809,"about_ca_topic_score_gemma":0.04490087,"domain_scores_codex":[0.9996742,0.0000384264,0.00002559674,0.0001043808,0.00009987059,0.00005756406],"domain_scores_gemma":[0.9991382,0.0002526372,0.00005985377,0.0001229072,0.0002833291,0.0001429005],"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":[0.00007821945,0.00001860506,0.0002719261,0.0005353127,0.00001086945,0.00003496443,0.00001700715,0.0001306561,0.0002270199,0.0003319874,0.9874844,0.01085912],"study_design_scores_gemma":[0.00006662334,0.00002997984,0.001540454,0.0002819287,0.00002119034,0.0001065417,0.00008331723,0.0007548355,0.0005232696,0.001824409,0.9947339,0.00003352333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003398386,0.0004119306,0.0006747166,0.0002266221,0.0001529694,0.00007155626,0.9779558,0.00527566,0.01489088],"genre_scores_gemma":[0.002223028,0.0005680924,0.003262164,0.0003929753,0.00005243346,0.0002709691,0.9783128,0.001331797,0.01358562],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5700548,"threshold_uncertainty_score":0.8131139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591141666350336,"score_gpt":0.2678939366273129,"score_spread":0.2119825199638095,"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."}}