{"id":"W4392656046","doi":"10.20944/preprints202001.0350.v3","title":"Insights of Gravitational Phenomena: A Study Applying Thermodynamic Properties of Gases","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Gravitation; Physics; Thermodynamics; Theoretical physics; Statistical physics; Astrobiology; Classical mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006359281,0.0003866525,0.0007924217,0.0002996283,0.00004443668,0.00001499586,0.000630232,0.0001726585,0.0001060139],"category_scores_gemma":[0.0003054617,0.0003187564,0.0002635348,0.0001551771,0.0001889914,0.00002828167,0.002414317,0.0006140878,0.00004923821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008830281,"about_ca_system_score_gemma":0.0002079717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156633,"about_ca_topic_score_gemma":0.0000378682,"domain_scores_codex":[0.9973419,0.0002158434,0.001004867,0.000683274,0.00054474,0.0002094166],"domain_scores_gemma":[0.9977493,0.0001951686,0.0005963034,0.00111948,0.0002812302,0.00005849204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004292106,0.006797204,0.05248412,0.01768317,0.003819325,0.00004519007,0.07782961,0.002893041,0.3058533,0.5311314,0.00001034271,0.001024123],"study_design_scores_gemma":[0.000464756,0.00007977119,0.02263775,0.001529897,0.0004483332,0.000003537537,0.003718803,0.002987931,0.008052229,0.9596514,0.00001152325,0.0004140757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931386,0.0004564105,0.0001251832,0.000027268,0.0003299703,0.001996614,0.00004370968,0.00009555695,0.003786735],"genre_scores_gemma":[0.9982199,0.00002227292,0.0004667826,0.000005476611,0.00007150452,0.0006037813,0.00001213371,0.00008064593,0.0005174952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.42852,"threshold_uncertainty_score":0.9999264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405681136866973,"score_gpt":0.3450547512831698,"score_spread":0.2044866375964724,"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."}}