{"id":"W6894311474","doi":"10.5281/zenodo.833535","title":"Image Selection Code for Automated Dicentric Chromosome Identification","year":2017,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dicentric chromosome; Python (programming language); Metaphase; Software; Chromosome; Image file formats; Image (mathematics)","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":[0.001536857,0.001493306,0.001025743,0.002018814,0.0009168054,0.001392359,0.002309329,0.001085295,0.3122591],"category_scores_gemma":[0.005327862,0.001310062,0.0009957398,0.001178647,0.0004563666,0.001730464,0.002264168,0.001690687,0.1592434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008504862,"about_ca_system_score_gemma":0.001072188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567162,"about_ca_topic_score_gemma":0.002347793,"domain_scores_codex":[0.9989674,0.00008653342,0.00009859494,0.0002350861,0.0004724206,0.0001400116],"domain_scores_gemma":[0.9980939,0.0004246731,0.0001253003,0.0003223379,0.0008579029,0.0001758931],"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":[0.000389539,0.00005706981,0.001224109,0.0010015,0.00005138819,0.0002428197,0.0002229214,0.0007616286,0.02353654,0.002440006,0.8813702,0.08870229],"study_design_scores_gemma":[0.0003200537,0.00009837597,0.006855991,0.0003845358,0.00004835329,0.001123477,0.0001277726,0.01787385,0.1016444,0.006174383,0.8651352,0.0002135227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.004403227,0.0004696175,0.2946067,0.0006890969,0.0005911183,0.001163543,0.07301255,0.5902782,0.034786],"genre_scores_gemma":[0.03311605,0.0007530555,0.450203,0.002127045,0.0002633694,0.005893094,0.1693617,0.2671292,0.07115345],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3122591,"threshold_uncertainty_score":0.9809789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206429369371506,"score_gpt":0.2329765618065995,"score_spread":0.2123336248694488,"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."}}