{"id":"W6968627683","doi":"10.5281/zenodo.3590036","title":"gtatters/Thermimage: Thermimage 4.1.0","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Identification (biology); Natural (archaeology); Work (physics); Point (geometry)","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":[0.001116325,0.00291654,0.001191418,0.002549587,0.0009925786,0.002778266,0.00374633,0.001984979,0.4043994],"category_scores_gemma":[0.003177814,0.002110343,0.001290808,0.001543654,0.0006243903,0.004353398,0.002585326,0.002722056,0.3822788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134377,"about_ca_system_score_gemma":0.0008019147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00390779,"about_ca_topic_score_gemma":0.003520048,"domain_scores_codex":[0.999306,0.00005061338,0.00004399371,0.0001649737,0.0003037243,0.0001307341],"domain_scores_gemma":[0.9984167,0.0002134852,0.00008712571,0.000534248,0.0006039302,0.0001445543],"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":[0.0003494821,0.00002999334,0.0003617224,0.0003305521,0.00002822786,0.00009307047,0.0001181108,0.0004451545,0.009363022,0.002995218,0.9453757,0.04050971],"study_design_scores_gemma":[0.0001333815,0.00003170791,0.0009054451,0.0001224996,0.00003374993,0.0003137448,0.00004379904,0.004161712,0.05636503,0.003236248,0.9344911,0.0001616161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001536229,0.0002027613,0.08577906,0.0004177328,0.0004641349,0.0001605976,0.07639057,0.7717501,0.06329873],"genre_scores_gemma":[0.01693225,0.0003154919,0.05286126,0.000494506,0.0002724418,0.0004895827,0.1419634,0.6466953,0.1399759],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4043994,"threshold_uncertainty_score":0.849552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752962851523836,"score_gpt":0.2478252646383274,"score_spread":0.2202956361230891,"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."}}