{"id":"W7078551794","doi":"","title":"Field report on the vertical ground-coupled heat pump pilot project for the Forum building in Kuujjuaq (Nunavik, Canada)","year":2025,"lang":"en","type":"other","venue":"EspaceINRS (National Institute for Scientific Research (Canada))","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Borehole; Heat pump; Drilling; Geothermal energy; Heat exchanger; Geothermal gradient; Installation; Geothermal heating","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":[0.001731008,0.0005460219,0.0002638871,0.0009445088,0.004740626,0.001031739,0.00149645,0.0005893273,0.008238654],"category_scores_gemma":[0.001163071,0.0004773048,0.0002415748,0.0009379717,0.0009938424,0.0003853051,0.0008549604,0.0008655125,0.0009730588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01216377,"about_ca_system_score_gemma":0.04379142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9123032,"about_ca_topic_score_gemma":0.9678886,"domain_scores_codex":[0.9987794,0.0001126181,0.00002891904,0.0001594003,0.0005626479,0.0003569899],"domain_scores_gemma":[0.997993,0.000101457,0.00007196654,0.00009745127,0.001233857,0.0005023435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003189706,0.004691883,0.3283529,0.001336634,0.0001436503,0.005885068,0.03104672,0.0054281,0.1361772,0.004610415,0.1029456,0.3761921],"study_design_scores_gemma":[0.0002081673,0.002580606,0.7526197,0.0001988869,0.00005617283,0.000321161,0.03782396,0.001365047,0.01594536,0.000339044,0.1884214,0.0001205271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8977259,0.0006759075,0.007305705,0.001383707,0.0002240834,0.009603035,0.02086284,0.0005089781,0.06170991],"genre_scores_gemma":[0.8744731,0.0007352331,0.01611931,0.000554361,0.00003082944,0.002421624,0.01234163,0.0001039275,0.09321994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08769679,"threshold_uncertainty_score":0.1764265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05674010235597637,"score_gpt":0.3267118335286742,"score_spread":0.2699717311726978,"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."}}