{"id":"W7030042972","doi":"","title":"Lock Search Group Emerges as Vancouver’s Premier Recruiting and Executive Search Firm – Columbus News Online","year":2024,"lang":"en","type":"other","venue":"","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Lock (firearm); The Internet; Work (physics); Period (music)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001479131,0.0005254367,0.0005396495,0.0005167503,0.00005055267,0.0001534707,0.0003168299,0.0004553085,0.00363226],"category_scores_gemma":[0.00004299403,0.0004854815,0.0001191659,0.0004711777,0.00009238868,0.00007332148,0.0003014378,0.001296956,0.0002899713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002138935,"about_ca_system_score_gemma":0.00004910174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004953032,"about_ca_topic_score_gemma":0.01455409,"domain_scores_codex":[0.9975246,0.00003767048,0.0003161207,0.0006459774,0.0006358986,0.000839785],"domain_scores_gemma":[0.9991199,0.00008939119,0.000018025,0.0004055686,0.00005433631,0.0003127779],"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":[0.00001012945,0.00001485841,0.00006786978,0.002263102,0.0003254801,0.0001193224,0.0003304333,0.001290308,0.0004549833,0.0001578045,0.9714329,0.02353284],"study_design_scores_gemma":[0.0004328437,0.0001396283,0.0001175997,0.00123455,0.0000555273,0.00004846731,0.001195889,0.0342245,0.0001844795,0.0001773178,0.9611346,0.001054642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00785132,0.01565452,0.0005413409,0.0001128962,0.00223134,0.001209495,0.0004022835,0.00265646,0.9693403],"genre_scores_gemma":[0.01251728,0.003618484,0.001638085,0.00001962693,0.0009498797,0.00004679474,0.0001054507,0.001093933,0.9800104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03293419,"threshold_uncertainty_score":0.9997597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882580355977236,"score_gpt":0.2719919115859502,"score_spread":0.2531661080261778,"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."}}