{"id":"W6947716013","doi":"10.4224/12327222","title":"Vision 2006: science at work for Canada","year":2002,"lang":"en","type":"report","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Key (lock); Field (mathematics); Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007572835,0.001552672,0.00103658,0.00182589,0.005084129,0.005530867,0.001536225,0.002251473,0.2642305],"category_scores_gemma":[0.001098505,0.0005450639,0.0005686339,0.001984182,0.001107356,0.001207259,0.001049319,0.002590728,0.1206468],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0193461,"about_ca_system_score_gemma":0.05676601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9100285,"about_ca_topic_score_gemma":0.9528515,"domain_scores_codex":[0.999263,0.00001315138,0.000008848398,0.00007606087,0.0004557129,0.0001832128],"domain_scores_gemma":[0.9968064,0.00007623167,0.00003442922,0.00008969189,0.00225743,0.0007358519],"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":[0.00006848977,0.00003370771,0.0002961987,0.00008187613,0.000006399977,0.0000507091,0.00003033765,0.0001357593,0.0008917456,0.003267238,0.9337655,0.06137202],"study_design_scores_gemma":[0.00002535694,0.0000268713,0.001877103,0.00006762548,0.000008912337,0.00003524356,0.000113009,0.0005563542,0.001081052,0.00103296,0.9951581,0.00001721022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004426668,0.005861031,0.004171361,0.01942124,0.00409211,0.0004582489,0.02701629,0.004339546,0.9302136],"genre_scores_gemma":[0.005616547,0.002760779,0.00205334,0.0004706879,0.00007326224,0.00004221456,0.00379502,0.0002971666,0.984891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9806539,"threshold_uncertainty_score":0.883939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139327226493857,"score_gpt":0.2927942829369043,"score_spread":0.2814010106719657,"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."}}