{"id":"W4386869729","doi":"10.1615/heattransres.2023049214","title":"CHARACTERIZATION AND MODELING OF DENSITY AS A FUNCTION OF TEMPERATURE FOR PARAFFIN WAX PHASE CHANGE MATERIALS (PCMs)","year":2023,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Phase Change Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Materials science; Paraffin wax; Wax; Characterization (materials science); Phase-change material; Thermal expansion; Thermal; Dilatometer; Thermal energy storage; Thermodynamics; Phase transition; Composite material; Nanotechnology","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":[],"consensus_categories":[],"category_scores_codex":[0.0013404,0.0001355601,0.0003248105,0.000518174,0.00008930591,0.0000509857,0.0001141489,0.0001579712,0.00008808181],"category_scores_gemma":[0.00005311869,0.0001322905,0.00003990979,0.0005742159,0.0000619955,0.0002080463,0.00003343728,0.0001438962,0.00001208144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003631506,"about_ca_system_score_gemma":0.00003082039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009645406,"about_ca_topic_score_gemma":0.00002018539,"domain_scores_codex":[0.9984159,0.0001415352,0.000311493,0.0002339094,0.0004483481,0.0004488561],"domain_scores_gemma":[0.9992975,0.0000962962,0.000003420955,0.0002056461,0.0002994632,0.00009768677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007088238,0.00005159279,0.000006411868,0.001712158,0.0000342837,0.000004079475,0.001034955,0.0001742907,0.9949139,0.0001169424,0.00002904115,0.00121349],"study_design_scores_gemma":[0.001305961,0.00033227,0.0001914088,0.0001500696,0.00001176195,0.000002679945,0.00009897006,0.0413936,0.9562243,0.00009316123,0.00009013178,0.0001057267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947875,0.000116999,0.002797992,0.0001245798,0.0001535066,0.001311948,0.0005797711,0.0001136084,0.00001405879],"genre_scores_gemma":[0.9978458,0.0009219566,0.00001566404,0.000006485749,0.00017518,0.0004520774,0.0005081013,0.00005340488,0.00002128607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04121932,"threshold_uncertainty_score":0.5394651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060122541839358,"score_gpt":0.3858166461872941,"score_spread":0.1798043920033583,"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."}}