{"id":"W6989610318","doi":"","title":"Brian Crombie Radio Hour - Epi 456 - Memories of Premier Bill Davis &amp; Future of Construction","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Prefabrication; Architecture; Internet of Things","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":[0.0002673444,0.0003810183,0.0001466495,0.0005104442,0.004752583,0.003358316,0.0004919542,0.001326995,0.4214496],"category_scores_gemma":[0.0007290683,0.000316101,0.0001428742,0.0006182318,0.0005126074,0.001340414,0.001443209,0.001615367,0.09919481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494881,"about_ca_system_score_gemma":0.0009885823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05839867,"about_ca_topic_score_gemma":0.2184421,"domain_scores_codex":[0.9997838,0.00002262153,0.000003355516,0.0000256381,0.00009987497,0.00006468369],"domain_scores_gemma":[0.9996653,0.00004091458,0.00001573344,0.00002134752,0.0001238409,0.0001329286],"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":[0.000008070843,0.000003645267,0.000103178,0.0000150656,2.720589e-7,0.00004502345,0.0002371758,0.000006300811,0.000108424,0.001074178,0.9899896,0.008409118],"study_design_scores_gemma":[5.988487e-7,0.000002459831,0.0002832099,0.00001376441,3.413797e-7,0.00003216893,0.0006401492,0.000005157219,0.00005082499,0.00006974946,0.9988998,0.000001739847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001548673,0.001997718,0.0002295144,0.01235487,0.001477216,0.0000292907,0.0007035897,0.0003090734,0.9813501],"genre_scores_gemma":[0.004995589,0.0005477081,0.00006777058,0.0007658637,0.00009337616,0.000009636087,0.0001137174,0.00009945502,0.9933068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4214496,"threshold_uncertainty_score":0.825232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00715330015595801,"score_gpt":0.1957539328182321,"score_spread":0.1886006326622741,"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."}}