{"id":"W4415681748","doi":"10.64229/krzx9063","title":"<b>Exploring the Challenges of Integrating Geothermal Energy </b><b>in Sport Spots: A Multi Method Research Design</b>","year":2025,"lang":"en","type":"article","venue":"Innovative Energy Systems and Technologies","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Renewable energy; Government (linguistics); Incentive; Sustainable development; Geothermal gradient; Exploratory factor analysis; Scarcity; Geothermal energy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003924723,0.0008680384,0.001491532,0.002000367,0.0006850475,0.000189776,0.001575688,0.0008011892,0.00001318537],"category_scores_gemma":[0.0006927066,0.000642935,0.0001841862,0.005647968,0.0009013696,0.0004100367,0.0008589997,0.0007715937,0.000005888307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003561708,"about_ca_system_score_gemma":0.0002689402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003844,"about_ca_topic_score_gemma":0.006701806,"domain_scores_codex":[0.9936345,0.0008078243,0.001986823,0.001411003,0.0008463115,0.001313581],"domain_scores_gemma":[0.9947983,0.001272002,0.000822068,0.001686325,0.001341154,0.00008012904],"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":[0.00006245373,0.0001759437,0.0001650515,0.0001645415,0.000314371,0.00003147028,0.0005806775,0.01120768,0.07644218,0.8275851,0.000214651,0.08305585],"study_design_scores_gemma":[0.002872118,0.0005341845,0.007023061,0.003885312,0.00008514644,0.0001065503,0.02096277,0.04286337,0.09515254,0.02162787,0.8028738,0.002013271],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5184749,0.1426264,0.2050906,0.01041572,0.0031174,0.003816752,0.0001782799,0.004989488,0.1112905],"genre_scores_gemma":[0.9853924,0.002809659,0.0046,0.00004710817,0.0001771,0.003426435,0.00001770024,0.000127592,0.003402015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8059573,"threshold_uncertainty_score":0.9996022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08570356968327864,"score_gpt":0.3200356643388417,"score_spread":0.2343320946555631,"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."}}