{"id":"W2487401600","doi":"","title":"CIVCAP 2012: Laying Concrete Foundations","year":2012,"lang":"en","type":"article","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laying; Engineering; Structural engineering","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":[0.04440928,0.002108358,0.000965681,0.003053772,0.00989768,0.031903,0.005037636,0.03530324,0.09507409],"category_scores_gemma":[0.04010357,0.002108338,0.002119118,0.002089917,0.007238666,0.02273831,0.02304572,0.03263757,0.04270643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140161,"about_ca_system_score_gemma":0.09880615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02641088,"about_ca_topic_score_gemma":0.02998719,"domain_scores_codex":[0.9827663,0.005916796,0.0009466392,0.00128343,0.004042294,0.00504454],"domain_scores_gemma":[0.9584882,0.007510398,0.001729041,0.003626224,0.007994487,0.02065171],"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":[0.0001131601,0.0004274156,0.0006379476,0.001521907,0.00001933449,0.0005672181,0.001397963,0.001359633,0.0008133277,0.1977452,0.7291197,0.06627714],"study_design_scores_gemma":[0.00003211875,0.00008067332,0.0008515817,0.001925361,0.000006990038,0.00006874101,0.00140338,0.000396152,0.0003861266,0.01978887,0.9749873,0.00007274138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004974063,0.01461495,0.03192209,0.6014231,0.04151615,0.002423675,0.004549637,0.003633614,0.2949427],"genre_scores_gemma":[0.1158583,0.03201046,0.1952384,0.2693438,0.01469569,0.01027513,0.018233,0.003921934,0.3404233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09507409,"threshold_uncertainty_score":0.3180545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712288708336887,"score_gpt":0.2278538933885856,"score_spread":0.2107310063052167,"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."}}