{"id":"W7099089344","doi":"","title":"Computer Integrated Surgical Systems and Technology ERC","year":2012,"lang":"en","type":"article","venue":"","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluoroscopy; Workflow; Point (geometry); Tracking (education); Tracking system; Line (geometry); Troubleshooting","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":[0.001069338,0.001047817,0.0007563435,0.002136937,0.0005722749,0.003866732,0.001627412,0.00204881,0.2125674],"category_scores_gemma":[0.002933407,0.0003230778,0.0005386416,0.00205652,0.0007283426,0.002495893,0.002803861,0.001850762,0.1624388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009720997,"about_ca_system_score_gemma":0.001280142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283292,"about_ca_topic_score_gemma":0.0008149488,"domain_scores_codex":[0.9975063,0.0003113007,0.0001493105,0.0003091133,0.001587158,0.0001368058],"domain_scores_gemma":[0.9980121,0.00027036,0.00009160543,0.0004605466,0.001025539,0.0001397999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006235926,0.00006132149,0.0002636372,0.0004127165,0.00003082274,0.0001578575,0.00007357112,0.001763085,0.005256154,0.02993691,0.2116386,0.7503429],"study_design_scores_gemma":[0.00001802398,0.00007348615,0.0005160581,0.0002015227,0.00001246341,0.0004268336,0.00003474065,0.004848756,0.001615855,0.008055859,0.9841688,0.00002758852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002647176,0.02244346,0.2520624,0.004447948,0.007441528,0.0007780464,0.002133745,0.01535095,0.6926947],"genre_scores_gemma":[0.04057832,0.02119109,0.1351571,0.00361893,0.003009208,0.0009532474,0.005235449,0.001445146,0.7888115],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2125674,"threshold_uncertainty_score":0.7111089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403572046356506,"score_gpt":0.2016133679344078,"score_spread":0.1875776474708427,"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."}}