{"id":"W7061187555","doi":"","title":"Photograph of Jacob Hostetter with Guelph engineer","year":2021,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vineyard; Escarpment; Placemaking; Erosion; Photography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004493887,0.0006643212,0.0002308617,0.0008428165,0.002848973,0.002194199,0.0004757545,0.0007019383,0.4387092],"category_scores_gemma":[0.0007823559,0.0004103309,0.0001672193,0.0005293644,0.0003303256,0.00118249,0.001122276,0.001263869,0.1517527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333762,"about_ca_system_score_gemma":0.002288975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0368476,"about_ca_topic_score_gemma":0.08517622,"domain_scores_codex":[0.9995025,0.0000364565,0.00001200328,0.0001262544,0.0002460205,0.00007669409],"domain_scores_gemma":[0.999185,0.00003682244,0.00001972042,0.00004955294,0.0004665052,0.0002423063],"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":[0.000027475,0.00001989374,0.0003118795,0.0000302514,0.000001045508,0.0001404015,0.0001328436,0.00006463307,0.0007302625,0.001225118,0.9485438,0.04877252],"study_design_scores_gemma":[0.000002582104,0.00001266889,0.0005020626,0.00001117524,0.000001164325,0.0001489628,0.0001627369,0.00005170177,0.0002097821,0.00006334487,0.998831,0.000002745591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002928401,0.001550193,0.003149507,0.006082107,0.003831018,0.000212325,0.001105711,0.001509522,0.9796311],"genre_scores_gemma":[0.002481965,0.0002273069,0.0005537007,0.0002346258,0.00005775174,0.000008067096,0.0001627772,0.0001311138,0.9961427],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9631524,"threshold_uncertainty_score":0.8006132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00686354562505614,"score_gpt":0.1875284142536992,"score_spread":0.1806648686286431,"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."}}