{"id":"W6949091861","doi":"10.5281/zenodo.1205560","title":"siboles/lsmgridtrack: Initial Release","year":2018,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Python (programming language); Image registration; Image processing; 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":[],"consensus_categories":[],"category_scores_codex":[0.001719692,0.001955305,0.001264332,0.001326886,0.0008416336,0.001841267,0.004568093,0.001398949,0.1490534],"category_scores_gemma":[0.003185,0.00171729,0.001600753,0.0009051252,0.0006654981,0.002584695,0.003846761,0.002629185,0.1274564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007255096,"about_ca_system_score_gemma":0.001320197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003781,"about_ca_topic_score_gemma":0.004342257,"domain_scores_codex":[0.9992617,0.0000699599,0.00005622095,0.0001602328,0.0003336426,0.0001182771],"domain_scores_gemma":[0.9991412,0.0001574075,0.00004992112,0.0003408094,0.000192424,0.0001181178],"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":[0.0004079307,0.0001334524,0.001143075,0.000804027,0.0001346008,0.0001985231,0.0002647551,0.003161666,0.01636564,0.007105203,0.8664888,0.1037923],"study_design_scores_gemma":[0.0002804371,0.00005806179,0.002206522,0.0002007235,0.00005417692,0.0004145987,0.00004780435,0.04409144,0.04922717,0.01137968,0.8918255,0.000213827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002102186,0.000153989,0.1902469,0.0001702946,0.0002022098,0.000202818,0.03197948,0.7594652,0.015477],"genre_scores_gemma":[0.03570978,0.0003977959,0.1974383,0.0007191618,0.0001478328,0.001775788,0.1645025,0.5273444,0.0719645],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1490534,"threshold_uncertainty_score":0.4986332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02832606279588984,"score_gpt":0.3059405427384234,"score_spread":0.2776144799425335,"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."}}