{"id":"W4241050957","doi":"10.1016/s1365-6937(12)70087-4","title":"H2O Innovation, Canada","year":2012,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Phase Change Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Thermogravimetric analysis; Thermal stability; Differential scanning calorimetry; Thermal conductivity; Composite material; Composite number; Fourier transform infrared spectroscopy; Scanning electron microscope; Chemical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001861846,0.00008360636,0.0000871276,0.0001185241,0.00005782085,0.00003627665,0.0000862451,0.0001403125,0.001873028],"category_scores_gemma":[0.00006658504,0.00008792727,0.000009758649,0.0007617795,0.00001097325,0.0002747483,0.0000100177,0.000249739,0.00004446957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001717474,"about_ca_system_score_gemma":0.0001057485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01617781,"about_ca_topic_score_gemma":0.02678078,"domain_scores_codex":[0.999238,0.00002433183,0.0002056903,0.00006516714,0.0002136927,0.000253141],"domain_scores_gemma":[0.9996393,0.00001834496,0.00002448348,0.0001509256,0.00008589654,0.00008104249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008663805,0.00006137715,0.0551607,0.0001340181,0.0001951322,0.00001150039,0.0003952501,0.0112612,0.2777537,0.00376897,0.6493368,0.001912708],"study_design_scores_gemma":[0.000466198,0.00001618724,0.05685481,0.00003987773,0.00003709491,0.0000291462,0.0005588141,0.009532878,0.6479843,0.00008800431,0.2837011,0.0006916687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837865,0.00006037098,0.0008165664,0.0002452043,0.0006215224,0.00008279372,0.00006802935,0.0001124287,0.01420654],"genre_scores_gemma":[0.9984919,0.000002024797,0.00004929717,0.00009614843,0.0006816266,0.00002256341,0.000191298,0.00001370157,0.0004514712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3702306,"threshold_uncertainty_score":0.9990394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221360608370071,"score_gpt":0.2694859699691544,"score_spread":0.2272723638854536,"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."}}