{"id":"W7035036142","doi":"","title":"What we're hearing: FIATECH demonstrates innovation in construction","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Field (mathematics); Work (physics); Context (archaeology); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004591385,0.0004045013,0.000288122,0.001206208,0.02837851,0.009450621,0.0008195235,0.007809327,0.0137749],"category_scores_gemma":[0.007066521,0.0002685466,0.0004320802,0.001242061,0.03283443,0.007733142,0.006710478,0.008111827,0.001571788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01112384,"about_ca_system_score_gemma":0.008044481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1406254,"about_ca_topic_score_gemma":0.2631666,"domain_scores_codex":[0.9960833,0.001419695,0.00005102076,0.0003445979,0.0007242807,0.001377033],"domain_scores_gemma":[0.9961752,0.002000985,0.0001774481,0.0004718312,0.0006507993,0.0005238323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005481801,0.00005236865,0.002423702,0.00003601772,0.000009720292,0.0004313582,0.09781512,0.0001647725,0.0004541083,0.791811,0.08067884,0.02606811],"study_design_scores_gemma":[0.00001830894,0.00005156836,0.00634919,0.000154633,0.00001524111,0.0003764828,0.09333443,0.0002963072,0.0007864229,0.09207121,0.8064784,0.00006773796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1152137,0.002459244,0.00541372,0.2658702,0.001284927,0.00003132001,0.00007651296,0.0001114078,0.609539],"genre_scores_gemma":[0.8578182,0.0006062025,0.00140587,0.01688745,0.0001744783,0.00004911919,0.00002088569,0.00009347846,0.1229443],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1406254,"threshold_uncertainty_score":0.2796137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916052730603546,"score_gpt":0.2407454025907619,"score_spread":0.2215848752847264,"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."}}