{"id":"W6908349340","doi":"10.25946/13456232","title":"Particleboard formwork developments in Britain, Canada, and South Africa","year":2017,"lang":"en","type":"report","venue":"Central Queensland University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formwork; Work (physics)","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":[0.0004652483,0.0003258413,0.0001235467,0.002002914,0.003887467,0.002656155,0.0006383455,0.0004071413,0.01107976],"category_scores_gemma":[0.001100109,0.0002321176,0.000164422,0.005135977,0.000968481,0.0006824427,0.001442523,0.000646825,0.0008916882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02309537,"about_ca_system_score_gemma":0.04139066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9577022,"about_ca_topic_score_gemma":0.9916838,"domain_scores_codex":[0.9988678,0.00005746959,0.00002586896,0.00006501962,0.0005175787,0.0004662944],"domain_scores_gemma":[0.9990115,0.00005558597,0.00009989846,0.00002218862,0.0004712535,0.0003394742],"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":[0.000415687,0.0002088171,0.2253422,0.002083338,0.00004911101,0.00590176,0.06789294,0.001389505,0.006405708,0.03972805,0.1665081,0.4840748],"study_design_scores_gemma":[0.000006068443,0.00003974891,0.508733,0.0003401936,0.000009632162,0.0004947306,0.04204964,0.0001128738,0.001105435,0.0002333209,0.4468549,0.000020352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.707134,0.01442395,0.0004163612,0.005828497,0.0002234519,0.0002026849,0.0082094,0.00008653342,0.2634751],"genre_scores_gemma":[0.7406535,0.01326028,0.001053734,0.000254662,0.00001838212,0.00006202357,0.002949959,0.00005065626,0.2416968],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04229784,"threshold_uncertainty_score":0.1675695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02626811177870912,"score_gpt":0.2118300243719611,"score_spread":0.185561912593252,"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."}}